{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 21,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "import pandas as pd\n",
    "from requests_html2 import HTMLSession\n",
    "session = HTMLSession()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "outputs": [],
   "source": [
    "headers = {\n",
    "    \"Accept\": \"application/json, text/plain, */*\",\n",
    "    \"Accept-Encoding\": \"gzip, deflate, br\",\n",
    "    \"Accept-Language\": \"zh-CN,zh;q=0.9\",\n",
    "    \"Cookie\": \"lastCity=101280100; wd_guid=6d94fbd6-1540-49ea-994c-55cff058429a; historyState=state; _bl_uid=qdlmXnt6y580zjlUL218jC8gtdIC; wt2=D83M1xYD4znd1WulaHeESjNGspOfjfVmjHG1jmvM-427OwUJfKCB3x4BAKg4SawxZJk5woA2nI_ATazOLC9BnDw~~; wbg=0; Hm_lvt_194df3105ad7148dcf2b98a91b5e727a=1700923091,1701255767,1701316660; collection_pop_window=1; __zp_seo_uuid__=da44edb0-d991-4755-9be8-d51981ac90c0; __g=-; __c=1701316660; __l=r=https%3A%2F%2Fcn.bing.com%2F&l=%2Fwww.zhipin.com%2Fjob_detail%2F6b603e522ab8cab41XJ52921FlFX.html%3Flid%3D6ERYnNga7Gc.search.1%26securityId%3D6otBTWSyLmsrF-d1tTZLfHj22tBwJEMBeA3iveCb2kCCWm9zqqv8KW1DIlVZpWuDhOAjdQ8Q81a7itfptKcfV-E0NerR6sQQUE0ZHgNO3kwLu9fMvG53SL8ETxU1GFUwE3hm6S-FG8MMyIs3J71qvvU4kv2vE0GEQ-G2J-Yy0tufn-A~%26sessionId%3D&s=3&g=&friend_source=0&s=3&friend_source=0; __a=17707652.1697770260.1701255767.1701316660.37.5.8.8; __zp_stoken__=fb10fOjjDmMOBVMK3OykIDA4HBzgmMzgkHj46JDw8Qjo4Oj5AOjhCHDYqa8K6w7RDW1zDg3c3JTg6OTc6Pjo8PBU4PsWCwrY5Ny8ewrfEgkRbWMOGB8K9wrMNfgfDscKzMsKwwroRw4vCvCQowoDCuUE2OzVTwr42wr0FwrhBwrwDwrozwrc2MzUzJzoDBw4NOjNERF4ERWBDVF5RA0xKTSU1Pjs3xLbDhsOzJTkNCw0HDAoICgwHDA4MEQYNCw0HDAkHCQsIMjjCnMOBwpfEtsOuwq%2FDtsSYwpRMwp3CrsOBwpjCjVXCp1bDukfCrmdHV8KxcsKUa8K%2FwrrCnFXCvcK9wqrCvsKrwrZIw4DCqMK%2FSMK5w4FPdXBrYmtlDAcOV1k6C1AHw4c%3D; Hm_lpvt_194df3105ad7148dcf2b98a91b5e727a=1701342666; geek_zp_token=V1RNkiEub_315vVtRuzxwbLSy45T7fxiQ~\",\n",
    "    \"Referer\": \"https://www.zhipin.com/web/geek/job?query=%E5%B9%BF%E5%91%8A%E7%AD%96%E5%88%92&city=101280100\",\n",
    "    \"Sec-Ch-Ua\": \"\\\"Google Chrome\\\";v=\\\"119\\\", \\\"Chromium\\\";v=\\\"119\\\", \\\"Not?A_Brand\\\";v=\\\"24\\\"\",\n",
    "    \"Sec-Ch-Ua-Mobile\": \"?0\",\n",
    "    \"Sec-Ch-Ua-Platform\": \"\\\"Windows\\\"\",\n",
    "    \"Sec-Fetch-Dest\": \"empty\",\n",
    "    \"Sec-Fetch-Mode\": \"cors\",\n",
    "    \"Sec-Fetch-Site\": \"same-origin\",\n",
    "    \"Token\": \"UhWt5bI9kvhA22kj\",\n",
    "    \"Traceid\": \"B66EDA71-C197-4983-8B47-413DF1D3EE28\",\n",
    "    \"User-Agent\": \"Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/119.0.0.0 Safari/537.36\",\n",
    "    \"X-Requested-With\": \"XMLHttpRequest\",\n",
    "    \"Zp_token\": \"V1RNkiEub_315vVtRuzxwbLSy45T7fxiQ~\"\n",
    "}"
   ],
   "metadata": {
    "collapsed": false
   }
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "outputs": [],
   "source": [
    "cities={\n",
    "    '北京':'101010100',\n",
    "    '上海':'101020100',\n",
    "    '广州':'101280100',\n",
    "    '深圳':'101280600'\n",
    "}"
   ],
   "metadata": {
    "collapsed": false
   }
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "outputs": [],
   "source": [
    "def get_cities(city):\n",
    "    return cities[str(city)]"
   ],
   "metadata": {
    "collapsed": false
   }
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "outputs": [],
   "source": [
    "关键词 = input(\"输入职位关键词\")"
   ],
   "metadata": {
    "collapsed": false
   }
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "outputs": [],
   "source": [
    "城市 = input(\"输入城市，目前支持北京、上海、广州、深圳\")"
   ],
   "metadata": {
    "collapsed": false
   }
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "%E5%B9%BF%E5%91%8A%E7%AD%96%E5%88%92\n"
     ]
    }
   ],
   "source": [
    "import urllib.parse\n",
    "encoded_content = urllib.parse.quote(str(关键词))\n",
    "print(encoded_content)"
   ],
   "metadata": {
    "collapsed": false
   }
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "outputs": [],
   "source": [
    "from requests_html import AsyncHTMLSession\n",
    "asession = AsyncHTMLSession()\n",
    "r = await asession.get('https://www.zhipin.com/wapi/zpgeek/search/joblist.json?scene=1&query='+str(encoded_content)+'&city='+str(get_cities(城市))+'&experience=&payType=&partTime=&degree=&industry=&scale=&stage=&position=&jobType=&salary=&multiBusinessDistrict=&multiSubway=&page=1&pageSize=30',headers=headers)"
   ],
   "metadata": {
    "collapsed": false
   }
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "outputs": [
    {
     "data": {
      "text/plain": "<Response [200]>"
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "r"
   ],
   "metadata": {
    "collapsed": false
   }
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "outputs": [
    {
     "data": {
      "text/plain": "{'code': 0,\n 'message': 'Success',\n 'zpData': {'resCount': 450,\n  'filterString': '',\n  'lid': '6h3r5eM2hoA',\n  'hasMore': True,\n  'jobList': [{'securityId': '3qsJFh-EfCDVZ-O1FwHF6CgiZSmJ5VnY4c77CFJc4913spQH1mxSYKrMtuwScfIjhynF_rSkW6fcJNjzh4zjuaMPlTJOkQMlhVZpF-rq4TVzbSoNBIDv_pGyxcrCtjFwgGlqmC07ot2BBWOBocAhdeRk0zX78rrTveeHHaKrG0RYzUiCQw~~',\n    'bossAvatar': 'https://img.bosszhipin.com/beijin/upload/avatar/20230426/607f1f3d68754fd025d6706ca2db41a4198269456ea9cd106bc2d4c053e952383916819920a9f64c_s.png',\n    'bossCert': 3,\n    'encryptBossId': '0fee4c55e1102d1e0n1_29m5GVRY',\n    'bossName': '魏子钧',\n    'bossTitle': 'Hr',\n    'goldHunter': 0,\n    'bossOnline': True,\n    'encryptJobId': '27a454904eafd2c51HVy3968FFFX',\n    'expectId': 259072637,\n    'jobName': '广告策划（实习生、应届生、有经验者均可）',\n    'lid': '6h3r5eM2hoA.search.1',\n    'salaryDesc': '6-11K',\n    'jobLabels': ['经验不限', '本科'],\n    'jobValidStatus': 1,\n    'iconWord': '',\n    'skills': ['微博/微信广告', '广告策划', '产品广告语', '音视频脚本'],\n    'jobExperience': '经验不限',\n    'daysPerWeekDesc': '',\n    'leastMonthDesc': '',\n    'jobDegree': '本科',\n    'cityName': '北京',\n    'areaDistrict': '朝阳区',\n    'businessDistrict': '四惠东',\n    'jobType': 0,\n    'proxyJob': 0,\n    'proxyType': 0,\n    'anonymous': 0,\n    'outland': 0,\n    'optimal': 0,\n    'iconFlagList': [],\n    'itemId': 1,\n    'city': 101010100,\n    'isShield': 0,\n    'atsDirectPost': False,\n    'gps': None,\n    'lastModifyTime': 1698739187000,\n    'encryptBrandId': '1e0466ca3b2fa3d41XB629u-FVA~',\n    'brandName': '安思一',\n    'brandLogo': 'https://img.bosszhipin.com/beijin/icon/894ce6fa7e58d64d57e7f22d2f3a9d18afa7fcceaa24b8ea28f56f1bb14732c0.png',\n    'brandStageName': '',\n    'brandIndustry': '互联网',\n    'brandScaleName': '20-99人',\n    'welfareList': ['餐补', '五险一金'],\n    'industry': 100020,\n    'contact': False},\n   {'securityId': 'T2BuiC3HIXwLa-A1oX79gxEdeOP7RlDJL7G9iNj54hD3G9YGHW1szffzFDd2EXG2cwD0hxb_qfRNhfVR8nVOWQ9ux0XJ6XeZkyb46Oo5B52gREbr7Uw4m2GGoevCqw8XCbC87ahJTgXKa2BePLc81jqdrNcekT_IwBrywiHE2Es-8A~~',\n    'bossAvatar': 'https://img.bosszhipin.com/beijin/upload/avatar/20220310/607f1f3d68754fd020ea1f5dcb5af6dfd0b1f0d562ebc732a665c0d543c3f4e97c8d5f66c2c5c9d1_s.jpg',\n    'bossCert': 3,\n    'encryptBossId': '481c87981a14c9381HFz3tW8GVA~',\n    'bossName': '常女士',\n    'bossTitle': '招聘者',\n    'goldHunter': 0,\n    'bossOnline': True,\n    'encryptJobId': '9316b44e56a7fc4b1HZ70926F1NT',\n    'expectId': 259072637,\n    'jobName': '广告策划助理',\n    'lid': '6h3r5eM2hoA.search.2',\n    'salaryDesc': '230-280元/天',\n    'jobLabels': ['5天/周', '3个月', '本科'],\n    'jobValidStatus': 1,\n    'iconWord': '',\n    'skills': ['信息流广告', '品牌广告', 'ae执行'],\n    'jobExperience': '',\n    'daysPerWeekDesc': '5天/周',\n    'leastMonthDesc': '3个月',\n    'jobDegree': '本科',\n    'cityName': '北京',\n    'areaDistrict': '朝阳区',\n    'businessDistrict': '高碑店',\n    'jobType': 4,\n    'proxyJob': 0,\n    'proxyType': 0,\n    'anonymous': 0,\n    'outland': 0,\n    'optimal': 0,\n    'iconFlagList': [],\n    'itemId': 2,\n    'city': 101010100,\n    'isShield': 0,\n    'atsDirectPost': False,\n    'gps': None,\n    'lastModifyTime': 1701052320000,\n    'encryptBrandId': 'a5189d31c64769ea0X1z09-1',\n    'brandName': '有范儿科技',\n    'brandLogo': 'https://img.bosszhipin.com/beijin/mcs/chatphoto/20190415/66233d6d71d3b90565b8c2e673805bc512f8d88cc14ae0151b84535389237f0c.jpg',\n    'brandStageName': '未融资',\n    'brandIndustry': '广告营销',\n    'brandScaleName': '100-499人',\n    'welfareList': ['节日福利', '补充医疗保险', '五险一金', '带薪年假', '员工旅游', '定期体检', '零食下午茶'],\n    'industry': 100004,\n    'contact': False},\n   {'securityId': 'svnQCWO20Xbxv-u16uuTpJab0Zav_AzYqZCfE4f-1ZNMQm5oLkyeitmv76OHQTIZq2HQEKS8MQjnUrss4l10QL3oV-ufrnTzO8JwOPPyvNMWOjuJmVNp3ffWQpGXwfXa2ac93uu7vXjsDpOFfg_-3Lqf26EYWYU6NMvcVdWOsKHFHr_h',\n    'bossAvatar': 'https://img.bosszhipin.com/beijin/upload/avatar/20220711/607f1f3d68754fd02ea0803a4f14039aa7fbd5e2e4ce01ae3a4fd94fd19f9d1230f41fc9e5880567_s.png',\n    'bossCert': 3,\n    'encryptBossId': '78fb083f690569530nBz2du5EFBY',\n    'bossName': '关女士',\n    'bossTitle': 'hr',\n    'goldHunter': 0,\n    'bossOnline': True,\n    'encryptJobId': '3b446c17288155c01HZ70tu5FVdV',\n    'expectId': 259072637,\n    'jobName': '广告策划-快消',\n    'lid': '6h3r5eM2hoA.search.3',\n    'salaryDesc': '25-50K·16薪',\n    'jobLabels': ['3-5年', '本科'],\n    'jobValidStatus': 1,\n    'iconWord': '',\n    'skills': ['有策划经验', '策划经理经验', '4A广告公司经验', '广告策划', '平台方or品牌方经验'],\n    'jobExperience': '3-5年',\n    'daysPerWeekDesc': '',\n    'leastMonthDesc': '',\n    'jobDegree': '本科',\n    'cityName': '北京',\n    'areaDistrict': '朝阳区',\n    'businessDistrict': '亚运村',\n    'jobType': 0,\n    'proxyJob': 0,\n    'proxyType': 0,\n    'anonymous': 0,\n    'outland': 0,\n    'optimal': 0,\n    'iconFlagList': [],\n    'itemId': 3,\n    'city': 101010100,\n    'isShield': 0,\n    'atsDirectPost': False,\n    'gps': None,\n    'lastModifyTime': 1700192491000,\n    'encryptBrandId': 'e57e6ccdcd0e71850Xx-2N-9Eg~~',\n    'brandName': '小红书',\n    'brandLogo': 'https://img.bosszhipin.com/beijin/mcs/banner/841348999e14c333b318ba53d38533f4cfcd208495d565ef66e7dff9f98764da.jpg',\n    'brandStageName': 'D轮及以上',\n    'brandIndustry': '电子商务',\n    'brandScaleName': '1000-9999人',\n    'welfareList': ['五险一金', '加班补助', '带薪年假', '餐补', '年终奖', '定期体检', '包吃'],\n    'industry': 100001,\n    'contact': False},\n   {'securityId': '5HFzjewox7k90-G1C1XMX5TH6b_FFoNK8Z-YZzMALeadG_IaZfkiGDHb1Q2w49f4Fq8fKk5JZY-UT-UDTgZOae9kzv3KTH5AYvJuc-6HxeVyVWeM6-yGyCY3j-k_rtCiGoCzC9tVwGxe88O_FMM_pHPOb2AMS-MES-7-Rp5muANnE7E~',\n    'bossAvatar': 'https://img.bosszhipin.com/beijin/upload/avatar/20230605/607f1f3d68754fd08e1a06c9f7b7214b9e49a774b2d5a17e0f85bd871005c2d38cf4040739393fa2_s.jpg',\n    'bossCert': 3,\n    'encryptBossId': '48742a58a4da485b0XFy2N6-GA~~',\n    'bossName': '高女士',\n    'bossTitle': 'HRBP',\n    'goldHunter': 0,\n    'bossOnline': True,\n    'encryptJobId': 'dd17d8619590c0c41nF50t69ElFQ',\n    'expectId': 259072637,\n    'jobName': '游戏广告创意策划',\n    'lid': '6h3r5eM2hoA.search.4',\n    'salaryDesc': '15-30K',\n    'jobLabels': ['经验不限', '本科'],\n    'jobValidStatus': 1,\n    'iconWord': '',\n    'skills': ['游戏广告'],\n    'jobExperience': '经验不限',\n    'daysPerWeekDesc': '',\n    'leastMonthDesc': '',\n    'jobDegree': '本科',\n    'cityName': '北京',\n    'areaDistrict': '',\n    'businessDistrict': '',\n    'jobType': 0,\n    'proxyJob': 0,\n    'proxyType': 0,\n    'anonymous': 0,\n    'outland': 0,\n    'optimal': 0,\n    'iconFlagList': [],\n    'itemId': 4,\n    'city': 101010100,\n    'isShield': 0,\n    'atsDirectPost': False,\n    'gps': None,\n    'lastModifyTime': 1700737382000,\n    'encryptBrandId': '1a3c39d7de92f7e21nV53t69EFA~',\n    'brandName': '点点互动',\n    'brandLogo': 'https://img.bosszhipin.com/beijin/mcs/chatphoto/20200910/ae40c68701cf7c6f28ff1e13c9b8f1476e702ce42117ec8b2ddf956aacf71a70_s.jpg',\n    'brandStageName': '未融资',\n    'brandIndustry': '游戏',\n    'brandScaleName': '1000-9999人',\n    'welfareList': ['零食下午茶',\n     '定期体检',\n     '交通补助',\n     '股票期权',\n     '员工旅游',\n     '加班补助',\n     '补充医疗保险',\n     '年终奖',\n     '五险一金',\n     '带薪年假',\n     '餐补',\n     '节日福利'],\n    'industry': 100002,\n    'contact': False},\n   {'securityId': 'xcygccKJO4vmE-31rgveutlo-FTMTAPCCr3_cJQzJVBGT54XWXfo3VgudnPqJkbN0KEHcgkcXuEUXZtkxEFQnI0P8aOuXKSU-_8nis0qRah0PiXkmWQr6uIzvW-i7pQodL0m3bY7HjgYKD5BeMVq-lS45MJFHdQKl2qiyXQNzizq6WY~',\n    'bossAvatar': 'https://img.bosszhipin.com/beijin/upload/avatar/20211111/607f1f3d68754fd0d041a41ee2cf66c3bb57925706fdc8b17fdba3bf426c0dfc176267de9e46b3cf_s.jpg',\n    'bossCert': 3,\n    'encryptBossId': '2b5893c8f7d62dba0n183N26FlA~',\n    'bossName': '崔丽',\n    'bossTitle': '人事经理',\n    'goldHunter': 0,\n    'bossOnline': True,\n    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'经验不限',\n    'daysPerWeekDesc': '',\n    'leastMonthDesc': '',\n    'jobDegree': '本科',\n    'cityName': '北京',\n    'areaDistrict': '东城区',\n    'businessDistrict': '广渠门',\n    'jobType': 0,\n    'proxyJob': 0,\n    'proxyType': 0,\n    'anonymous': 0,\n    'outland': 0,\n    'optimal': 0,\n    'iconFlagList': [],\n    'itemId': 28,\n    'city': 101010100,\n    'isShield': 0,\n    'atsDirectPost': False,\n    'gps': None,\n    'lastModifyTime': 1701228664000,\n    'encryptBrandId': '6c8fc7921c2e44b93nR72dy4FA~~',\n    'brandName': '厚德财通',\n    'brandLogo': 'https://img.bosszhipin.com/beijin/upload/com/workfeel/20210530/78a6a4cfb68d650daac2cf31f03ac7876f2d35674f21456710d1696bea76aa99.jpg',\n    'brandStageName': '未融资',\n    'brandIndustry': '计算机软件',\n    'brandScaleName': '100-499人',\n    'welfareList': ['年终奖', '带薪年假', '节日福利', '五险一金', '绩效奖金'],\n    'industry': 100021,\n    'contact': False},\n   {'securityId': 'Kg0Js5QeuKW5A-h1Sac4LOJc4wAPD_j-appprj_Gvq3w9hY9Izh3-eksRAQHzEC7znj3EBZQcVcQJgkdkCO1WwiuCrwhmkyZKXtRqKYvS9WXaaDfD8VI1ZYKNAtkZOqmuca0TVYYZPZnhvdpd9Hqqc6RmjNIIT--f4RdEs-9UOK4',\n    'bossAvatar': 'https://img.bosszhipin.com/beijin/mcs/useravatar/20171205/8804073e4c5948b8fd9235b5ef0fb902c7220ea318cea771c598aef898f57c22_s.jpg',\n    'bossCert': 3,\n    'encryptBossId': '6778212df6075f4d1Xx43t60GFA~',\n    'bossName': '马先生',\n    'bossTitle': '总经理',\n    'goldHunter': 0,\n    'bossOnline': True,\n    'encryptJobId': '8fb559ff7834087f1nFy2t64GFc~',\n    'expectId': 259072637,\n    'jobName': '广告策划',\n    'lid': '6h3r5eM2hoA.search.29',\n    'salaryDesc': '6-12K',\n    'jobLabels': ['经验不限', '学历不限'],\n    'jobValidStatus': 1,\n    'iconWord': '',\n    'skills': ['市场策划', '广告策划', '媒介'],\n    'jobExperience': '经验不限',\n    'daysPerWeekDesc': '',\n    'leastMonthDesc': '',\n    'jobDegree': '学历不限',\n    'cityName': '北京',\n    'areaDistrict': '海淀区',\n    'businessDistrict': '万柳',\n    'jobType': 0,\n    'proxyJob': 0,\n    'proxyType': 0,\n    'anonymous': 0,\n    'outland': 0,\n    'optimal': 0,\n    'iconFlagList': [],\n    'itemId': 29,\n    'city': 101010100,\n    'isShield': 0,\n    'atsDirectPost': False,\n    'gps': None,\n    'lastModifyTime': 1688794034000,\n    'encryptBrandId': '5dfb337064dcad310nRy0ty1',\n    'brandName': '盖德英语',\n    'brandLogo': 'https://img.bosszhipin.com/beijin/mcs/chatphoto/20190522/9c79783aa3d19b44bb96f5b24a069019c7220ea318cea771c598aef898f57c22_s.jpg',\n    'brandStageName': '不需要融资',\n    'brandIndustry': '培训机构',\n    'brandScaleName': '20-99人',\n    'welfareList': ['股票期权',\n     '节日福利',\n     '带薪年假',\n     '全勤奖',\n     '零食下午茶',\n     '加班补助',\n     '年终奖',\n     '五险一金',\n     '员工旅游'],\n    'industry': 100303,\n    'contact': False},\n   {'securityId': 'wECygG4o9vrvf-31Xc0xdLTqnerBsN_PAZJWaDYhrbv8-8WFCX0FgaZBg2rGGCED4jigRIgkpT3fndwr5ugnt_r0YYLr-RyDY3Ja7cVAUWPwUywC1CB7Z_K_QO6xATgYnA6UVTJKAe8R3SVo2tMBbw_OIFafcgRcGZIEMn710fsou8g~',\n    'bossAvatar': 'https://img.bosszhipin.com/beijin/upload/avatar/20230704/607f1f3d68754fd0d6074a707acc4b93365011711843127b9e49359d06f66e3821081257bcc83c14_s.jpg.webp',\n    'bossCert': 3,\n    'encryptBossId': '7cdcd2ee26da81f90H142Ny6GVc~',\n    'bossName': '赵女士',\n    'bossTitle': '人事',\n    'goldHunter': 0,\n    'bossOnline': True,\n    'encryptJobId': '6822aaaf667dedf41X1_29m-GFdR',\n    'expectId': 259072637,\n    'jobName': '广告渠道经理',\n    'lid': '6h3r5eM2hoA.search.30',\n    'salaryDesc': '13-25K',\n    'jobLabels': ['3-5年', '大专'],\n    'jobValidStatus': 1,\n    'iconWord': '',\n    'skills': ['个人客户开发', '渠道关系维护', '具有互联网从业经验'],\n    'jobExperience': '3-5年',\n    'daysPerWeekDesc': '',\n    'leastMonthDesc': '',\n    'jobDegree': '大专',\n    'cityName': '北京',\n    'areaDistrict': '房山区',\n    'businessDistrict': '长阳',\n    'jobType': 0,\n    'proxyJob': 0,\n    'proxyType': 0,\n    'anonymous': 0,\n    'outland': 0,\n    'optimal': 0,\n    'iconFlagList': [],\n    'itemId': 30,\n    'city': 101010100,\n    'isShield': 0,\n    'atsDirectPost': False,\n    'gps': None,\n    'lastModifyTime': 1699411819000,\n    'encryptBrandId': '7deec8f665c42e690XZz29-4EA~~',\n    'brandName': '中科盛东',\n    'brandLogo': 'https://img.bosszhipin.com/beijin/upload/com/workfeel/20230209/7bf6f160950405e90862ffb236a786ed1a6b067d15bbb6d33dcda5c5eacccdf8804f490c610afe03.jpg',\n    'brandStageName': '未融资',\n    'brandIndustry': '广告营销',\n    'brandScaleName': '20-99人',\n    'welfareList': [],\n    'industry': 100004,\n    'contact': False}],\n  'totalCount': 300,\n  'brandCard': None}}"
     },
     "execution_count": 23,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "response_data = r.json()\n",
    "response_data"
   ],
   "metadata": {
    "collapsed": false
   }
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "outputs": [],
   "source": [
    "import pandas as pd"
   ],
   "metadata": {
    "collapsed": false
   }
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "outputs": [
    {
     "data": {
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  \n1   https://img.bosszhipin.com/beijin/upload/avata...         3   \n2   https://img.bosszhipin.com/beijin/upload/avata...         3   \n3   https://img.bosszhipin.com/beijin/upload/avata...         3   \n4   https://img.bosszhipin.com/beijin/upload/avata...         3   \n5   https://img.bosszhipin.com/beijin/upload/avata...         3   \n6   https://img.bosszhipin.com/beijin/upload/avata...         3   \n7   https://img.bosszhipin.com/beijin/upload/avata...         3   \n8   https://img.bosszhipin.com/beijin/upload/avata...         3   \n9   https://img.bosszhipin.com/beijin/upload/avata...         3   \n10  https://img.bosszhipin.com/beijin/upload/avata...         3   \n11  https://img.bosszhipin.com/boss/avatar/avatar_...         3   \n12  https://img.bosszhipin.com/beijin/upload/avata...         3   \n13  https://img.bosszhipin.com/beijin/upload/avata...         3   \n14  https://img.bosszhipin.com/beijin/upload/avata...         3   \n15  https://img.bosszhipin.com/beijin/upload/avata...         3   \n16  https://img.bosszhipin.com/beijin/upload/avata...         3   \n17  https://img.bosszhipin.com/beijin/upload/tmp/2...         3   \n18  https://img.bosszhipin.com/beijin/upload/avata...         3   \n19  https://img.bosszhipin.com/beijin/upload/avata...         3   \n20  https://img.bosszhipin.com/beijin/upload/avata...         3   \n21  https://img.bosszhipin.com/beijin/upload/avata...         3   \n22  https://img.bosszhipin.com/boss/avatar/avatar_...         3   \n23  https://img.bosszhipin.com/beijin/upload/avata...         3   \n24  https://img.bosszhipin.com/beijin/upload/avata...         3   \n25  https://img.bosszhipin.com/boss/avatar/avatar_...         3   \n26  https://img.bosszhipin.com/beijin/upload/avata...         3   \n27  https://img.bosszhipin.com/beijin/upload/avata...         3   \n28  https://img.bosszhipin.com/beijin/mcs/useravat...         3   \n29  https://img.bosszhipin.com/beijin/upload/avata...         3   \n\n                   encryptBossId bossName  bossTitle  goldHunter  bossOnline  \\\n0   0fee4c55e1102d1e0n1_29m5GVRY      魏子钧         Hr           0        True   \n1   481c87981a14c9381HFz3tW8GVA~      常女士        招聘者           0        True   \n2   78fb083f690569530nBz2du5EFBY      关女士         hr           0        True   \n3   48742a58a4da485b0XFy2N6-GA~~      高女士       HRBP           0        True   \n4   2b5893c8f7d62dba0n183N26FlA~       崔丽       人事经理           0        True   \n5   a1fc9497d6fe032503dz39S8EVU~      郭女士         HR           0        True   \n6   7fd690c401aa31261nR_29-0EVtY      梁先生       HRBP           0        True   \n7   86e1e702c9a3a30f0nZ72tW4GFY~      刘浩楠       招聘专员           0       False   \n8   5a7ae16a8e734dcc1XR-39m9GFA~      张女士         hr           0        True   \n9   71e8ab5f702355471HZ83Nq-F1c~      邓女士         HR           0        True   \n10  905ef71d48e156080nR509u_F1JW      刘清辰         经理           0       False   \n11  2a32b05202b0ad0c0XZ93Ni-EFVU      陈一嫚         HR           0        True   \n12  a495bffb5f1b2c8803d-2ty8EFE~      锁先生       人事总监           0        True   \n13  78ccb93fa75307ed3nJ72dq9EFc~       卢静         HR           0        True   \n14  3d58b573236fc4191nV829W0GVU~      刘女士  Recruiter           0        True   \n15  0b5b5f1260892f760X172d20GA~~      李雪玢       招聘经理           0        True   \n16  2217e65593edcce11nV_3dm_GFA~       李慧        招聘者           0       False   \n17  17e5e296afeb3ee11nR63dy5E1NS      赵女士    行政人事部经理           0       False   \n18  88ac2144be676d140nF42N-5FlFR      沈女士       猎头顾问           1        True   \n19  411e83478e5c9f170HN72du9GFs~      孙女士         HR           0        True   \n20  bcee10ddbafa823e1Hx73Nq_F1Q~      徐女士       人事经理           0        True   \n21      b497bb9f9bf4813a1nN73di5      耿女士     人力资源总监           0        True   \n22  3695cb3d37958d3c1HRy2d20EFE~      柳先生         HR           0        True   \n23  8bf9b47cdd56ba421nR80ty6EFpX      王女士       人事经理           0        True   \n24  9790d73345e2970c1nR73Nq1E1tT      周女士       HRBP           0       False   \n25  a88d6708b0e58e050nxy3di_FVVV      杨庆钊        招聘者           0        True   \n26  e9b3b9e7836527fa0Xd429i0FA~~      杨女士       招聘经理           0        True   \n27  a9a9fb7b127a11630nR43d6-FVpX      赵女士     人事区域经理           0        True   \n28  6778212df6075f4d1Xx43t60GFA~      马先生        总经理           0        True   \n29  7cdcd2ee26da81f90H142Ny6GVc~      赵女士         人事           0        True   \n\n                    encryptJobId   expectId  ... lastModifyTime  \\\n0   27a454904eafd2c51HVy3968FFFX  259072637  ...  1698739187000   \n1   9316b44e56a7fc4b1HZ70926F1NT  259072637  ...  1701052320000   \n2   3b446c17288155c01HZ70tu5FVdV  259072637  ...  1700192491000   \n3   dd17d8619590c0c41nF50t69ElFQ  259072637  ...  1700737382000   \n4   c95d2ab285bf1c011n182Nu6EldW  259072637  ...  1687174681000   \n5   19d9d8306a6c1a881HZ53Ny7FldR  259072637  ...  1701066056000   \n6   712676609c15107e1HZ52N-1EVRX  259072637  ...  1700807402000   \n7   9009bb78043a5c0f1HZ53926FlZV  259072637  ...  1700826821000   \n8   613d948500bf93e41HZ-2Ny5FlBU  259072637  ...  1701310714000   \n9   ffb3d53992bb25a91HVy2Nm1FVpZ  259072637  ...  1698657257000   \n10  2ee34204faa95b831HV_2t66ElVV  259072637  ...  1697219988000   \n11  8cc3874daacd48731HZ-29S4GVdR  259072637  ...  1701224070000   \n12  c60ac104b26eea3d1XF43du1EFpX  259072637  ...  1680850128000   \n13  fc1751caab9480bb1HZ-2tW4EFtU  259072637  ...  1701241167000   \n14  94eb106e6d0be7981HZ409W0FlVT  259072637  ...  1700637216000   \n15  27b220e8c1d223741HR52Nq5FlNX  259072637  ...  1700029628000   \n16  9eba920be9e5e2b21HJ629i9FlU~  259072637  ...  1680757254000   \n17  029a1be24e799ddd1HZ-3dy4FVVX  259072637  ...  1701415057000   \n18  71fca2f6f5a4b32b1XN_09--GFJQ  259072637  ...  1696758522000   \n19  4a6af04fac61dcc01HRy3dm1ElZX  259072637  ...  1701256474000   \n20  5d006abbdf856a051HV-0tq0GFFS  259072637  ...  1698819679000   \n21  f40734c09fc66ea51HZ-39u0FVpY  259072637  ...  1701342867000   \n22  e5e95223d09696b61HV_3N2-ElNX  259072637  ...  1701227762000   \n23  b116a58dcce43cc51HZ-2t6_EFtU  259072637  ...  1701230271000   \n24  f7dfcfe15a5a7f2a1XFz0tS_FlNY  259072637  ...  1698205679000   \n25  4cde00fcce805fbd1Xx739S8FVFX  259072637  ...  1687565520000   \n26  0dc841c2f501b1131XZ-3d-8GFBU  259072637  ...  1701067708000   \n27  074db08d580402dd1HZ53dq4FFFY  259072637  ...  1701228664000   \n28  8fb559ff7834087f1nFy2t64GFc~  259072637  ...  1688794034000   \n29  6822aaaf667dedf41X1_29m-GFdR  259072637  ...  1699411819000   \n\n                  encryptBrandId brandName  \\\n0   1e0466ca3b2fa3d41XB629u-FVA~       安思一   \n1       a5189d31c64769ea0X1z09-1     有范儿科技   \n2   e57e6ccdcd0e71850Xx-2N-9Eg~~       小红书   \n3   1a3c39d7de92f7e21nV53t69EFA~      点点互动   \n4   f79a5ee3c48585530nd63tW-EQ~~      观塘尚然   \n5       7cf08ef4b0f688c103V52tQ~   哔哩哔哩-B站   \n6   84de521f349608551nF93920E1o~      爱的番茄   \n7       7d01ce6cfe2022030HJ409y-    北京字节跳动   \n8           ab9fdc6f043679990HY~        百度   \n9   90645958926e5e1e1HRz39i8GVM~       众成就   \n10  8eff85da1dc5c2651nZ40965GVM~        火神   \n11      230e0b5fd991e8a30nN72Q~~        微店   \n12  a5e401e4bd3fedc81nV_39q5FVE~  北京光宇通达广告   \n13      932e9eec6109aff303V92N2-  北京掌上乐游科技   \n14      96eac17fed77c8c61nJ43N66   FunPlus   \n15      aac808316590df5e0XZ82960      万达传媒   \n16      ad0b1de0ab85affd1XJ_3dq6        中广   \n17  099e120affe6bbce1HNz3Ny9GA~~      漪珊服饰   \n18      1a8f9075255775e11nd92tw~  某大型互联网公司   \n19      6cd250243c0c51681nRz3dw~      Keep   \n20  b8082117f2c3535d0Hd53NW6Ew~~      和势营销   \n21  ea26e548190feb851XRy39m-F1Y~       很欧可   \n22  7724eff9a060a1d91XR60969FVY~        德吉   \n23  df4e816ebe5ac87c1Xd52ti8F1U~       奈思德   \n24      05f4f93d50d5dff433d-09--      和智传信   \n25  76cb989b0e5bb43e0nR43tW6EQ~~      有时文创   \n26  7f12446c64e758bc1nd52tW0FA~~      凌亚世纪   \n27  6c8fc7921c2e44b93nR72dy4FA~~      厚德财通   \n28      5dfb337064dcad310nRy0ty1      盖德英语   \n29  7deec8f665c42e690XZz29-4EA~~      中科盛东   \n\n                                            brandLogo  brandStageName  \\\n0   https://img.bosszhipin.com/beijin/icon/894ce6f...                   \n1   https://img.bosszhipin.com/beijin/mcs/chatphot...             未融资   \n2   https://img.bosszhipin.com/beijin/mcs/banner/8...           D轮及以上   \n3   https://img.bosszhipin.com/beijin/mcs/chatphot...             未融资   \n4   https://img.bosszhipin.com/beijin/upload/com/l...           不需要融资   \n5   https://img.bosszhipin.com/beijin/mcs/bar/bran...             已上市   \n6   https://img.bosszhipin.com/beijin/mcs/chatphot...           不需要融资   \n7   https://img.bosszhipin.com/beijin/upload/com/w...           不需要融资   \n8   https://img.bosszhipin.com/beijin/mcs/banner/0...             已上市   \n9   https://img.bosszhipin.com/beijin/upload/com/w...             未融资   \n10  https://img.bosszhipin.com/beijin/app/mobile/n...                   \n11  https://img.bosszhipin.com/beijin/mcs/bar/bran...              C轮   \n12  https://img.bosszhipin.com/beijin/mcs/chatphot...             未融资   \n13  https://img.bosszhipin.com/beijin/upload/com/l...             未融资   \n14  https://img.bosszhipin.com/beijin/mcs/banner/4...              B轮   \n15  https://img.bosszhipin.com/beijin/upload/com/w...             已上市   \n16  https://img.bosszhipin.com/beijin/mcs/chatphot...           不需要融资   \n17  https://img.bosszhipin.com/beijin/mcs/chatphot...             未融资   \n18  https://img.bosszhipin.com/beijin/app/mobile/n...              C轮   \n19  https://img.bosszhipin.com/beijin/upload/com/l...           D轮及以上   \n20  https://img.bosszhipin.com/beijin/mcs/chatphot...             未融资   \n21  https://img.bosszhipin.com/beijin/upload/com/w...             未融资   \n22  https://c-res.zhipin.com/jrs/c213b3119d21fa1e6...           不需要融资   \n23  https://img.bosszhipin.com/beijin/upload/com/l...           不需要融资   \n24  https://img.bosszhipin.com/beijin/mcs/chatphot...           不需要融资   \n25  https://img.bosszhipin.com/beijin/mcs/chatphot...             未融资   \n26  https://img.bosszhipin.com/beijin/mcs/chatphot...           不需要融资   \n27  https://img.bosszhipin.com/beijin/upload/com/w...             未融资   \n28  https://img.bosszhipin.com/beijin/mcs/chatphot...           不需要融资   \n29  https://img.bosszhipin.com/beijin/upload/com/w...             未融资   \n\n   brandIndustry brandScaleName  \\\n0            互联网         20-99人   \n1           广告营销       100-499人   \n2           电子商务     1000-9999人   \n3             游戏     1000-9999人   \n4       广告/公关/会展         20-99人   \n5            互联网     1000-9999人   \n6             游戏       500-999人   \n7          移动互联网       10000人以上   \n8            互联网       10000人以上   \n9       广告/公关/会展       100-499人   \n10      广告/公关/会展          0-20人   \n11           互联网     1000-9999人   \n12      广告/公关/会展         20-99人   \n13         移动互联网         20-99人   \n14            游戏     1000-9999人   \n15          广告营销       100-499人   \n16          广告营销         20-99人   \n17      服装/纺织/皮革       100-499人   \n18           互联网       100-499人   \n19           互联网     1000-9999人   \n20          广告营销         20-99人   \n21      广告/公关/会展       100-499人   \n22      广告/公关/会展         20-99人   \n23      广告/公关/会展         20-99人   \n24      广告/公关/会展       100-499人   \n25      广告/公关/会展         20-99人   \n26            媒体         20-99人   \n27         计算机软件       100-499人   \n28          培训机构         20-99人   \n29          广告营销         20-99人   \n\n                                          welfareList industry contact  \n0                                          [餐补, 五险一金]   100020   False  \n1       [节日福利, 补充医疗保险, 五险一金, 带薪年假, 员工旅游, 定期体检, 零食下午茶]   100004   False  \n2               [五险一金, 加班补助, 带薪年假, 餐补, 年终奖, 定期体检, 包吃]   100001   False  \n3   [零食下午茶, 定期体检, 交通补助, 股票期权, 员工旅游, 加班补助, 补充医疗保险, ...   100002   False  \n4   [全勤奖, 加班补助, 节日福利, 年终奖, 员工旅游, 餐补, 免费班车, 带薪年假, 五...   100101   False  \n5          [全勤奖, 年终奖, 补充医疗保险, 定期体检, 五险一金, 带薪年假, 节日福利]   100020   False  \n6   [节日福利, 定期体检, 补充医疗保险, 股票期权, 年终奖, 五险一金, 带薪年假, 交通...   100002   False  \n7   [年终奖, 零食下午茶, 年度体检, 定期体检, 弹性工作制, 家属自选保险, 加班补助, ...   100019   False  \n8   [五险一金, 免费班车, 年终奖, 零食下午茶, 带薪年假, 节日福利, 娱乐健身, 通讯补...   100020   False  \n9   [零食下午茶, 节日福利, 生日福利, 餐补, 带薪年假, 年终奖, 定期体检, 五险一金,...   100101   False  \n10                                                 []   100101   False  \n11  [年终奖, 节日福利, 零食下午茶, 带薪年假, 餐补, 定期体检, 补充医疗保险, 股票期...   100020   False  \n12                                 [股票期权, 节日福利, 五险一金]   100101   False  \n13  [羽毛球, 股票期权, 节日福利, 底薪加提成, 带薪年假, 员工旅游, 年终奖, 健身卡,...   100019   False  \n14  [节日福利, 年终奖, 股票期权, 带薪年假, 加班补助, 交通补助, 定期体检, 五险一金...   100002   False  \n15  [通讯补贴, 节日福利, 生日福利, 定期体检, 年终奖, 餐补, 员工旅游, 带薪年假, ...   100004   False  \n16                                                 []   100004   False  \n17                                             [五险一金]   101003   False  \n18  [五险一金, 包吃, 定期体检, 补充医疗保险, 带薪年假, 补充医疗保险, 年终奖, 节日...   100020   False  \n19    [年终奖, 补充医疗保险, 带薪年假, 股票期权, 定期体检, 节日福利, 五险一金, 餐补]   100020   False  \n20  [员工旅游, 定期体检, 年终奖, 五险一金, 团建聚餐, 带薪年假, 加班补助, 工龄奖,...   100004   False  \n21                      [员工旅游, 带薪年假, 年终奖, 定期体检, 五险一金]   100101   False  \n22                [五险一金, 定期体检, 年终奖, 带薪年假, 员工旅游, 节日福利]   100101   False  \n23                                 [定期体检, 员工旅游, 带薪年假]   100101   False  \n24  [员工旅游, 通讯补贴, 五险一金, 餐补, 零食下午茶, 加班补助, 年终奖, 节日福利,...   100101   False  \n25  [有无线网, 员工旅游, 全勤奖, 五险一金, 年终奖, 团建聚餐, 生日福利, 节日福利,...   100101   False  \n26  [节日福利, 员工旅游, 补充医疗保险, 节日福利, 定期体检, 带薪年假, 五险一金, 年终奖]   100003   False  \n27                      [年终奖, 带薪年假, 节日福利, 五险一金, 绩效奖金]   100021   False  \n28  [股票期权, 节日福利, 带薪年假, 全勤奖, 零食下午茶, 加班补助, 年终奖, 五险一金...   100303   False  \n29                                                 []   100004   False  \n\n[30 rows x 46 columns]",
      "text/html": "<div>\n<style scoped>\n    .dataframe tbody tr th:only-of-type {\n        vertical-align: middle;\n    }\n\n    .dataframe tbody tr th {\n        vertical-align: top;\n    }\n\n    .dataframe thead th {\n        text-align: right;\n    }\n</style>\n<table border=\"1\" class=\"dataframe\">\n  <thead>\n    <tr style=\"text-align: right;\">\n      <th></th>\n      <th>securityId</th>\n      <th>bossAvatar</th>\n      <th>bossCert</th>\n      <th>encryptBossId</th>\n      <th>bossName</th>\n      <th>bossTitle</th>\n      <th>goldHunter</th>\n      <th>bossOnline</th>\n      <th>encryptJobId</th>\n      <th>expectId</th>\n      <th>...</th>\n      <th>lastModifyTime</th>\n      <th>encryptBrandId</th>\n      <th>brandName</th>\n      <th>brandLogo</th>\n      <th>brandStageName</th>\n      <th>brandIndustry</th>\n      <th>brandScaleName</th>\n      <th>welfareList</th>\n      <th>industry</th>\n      <th>contact</th>\n    </tr>\n  </thead>\n  <tbody>\n    <tr>\n      <th>0</th>\n      <td>3qsJFh-EfCDVZ-O1FwHF6CgiZSmJ5VnY4c77CFJc4913sp...</td>\n      <td>https://img.bosszhipin.com/beijin/upload/avata...</td>\n      <td>3</td>\n      <td>0fee4c55e1102d1e0n1_29m5GVRY</td>\n      <td>魏子钧</td>\n      <td>Hr</td>\n      <td>0</td>\n      <td>True</td>\n      <td>27a454904eafd2c51HVy3968FFFX</td>\n      <td>259072637</td>\n      <td>...</td>\n      <td>1698739187000</td>\n      <td>1e0466ca3b2fa3d41XB629u-FVA~</td>\n      <td>安思一</td>\n      <td>https://img.bosszhipin.com/beijin/icon/894ce6f...</td>\n      <td></td>\n      <td>互联网</td>\n      <td>20-99人</td>\n      <td>[餐补, 五险一金]</td>\n      <td>100020</td>\n      <td>False</td>\n    </tr>\n    <tr>\n      <th>1</th>\n      <td>T2BuiC3HIXwLa-A1oX79gxEdeOP7RlDJL7G9iNj54hD3G9...</td>\n      <td>https://img.bosszhipin.com/beijin/upload/avata...</td>\n      <td>3</td>\n      <td>481c87981a14c9381HFz3tW8GVA~</td>\n      <td>常女士</td>\n      <td>招聘者</td>\n      <td>0</td>\n      <td>True</td>\n      <td>9316b44e56a7fc4b1HZ70926F1NT</td>\n      <td>259072637</td>\n      <td>...</td>\n      <td>1701052320000</td>\n      <td>a5189d31c64769ea0X1z09-1</td>\n      <td>有范儿科技</td>\n      <td>https://img.bosszhipin.com/beijin/mcs/chatphot...</td>\n      <td>未融资</td>\n      <td>广告营销</td>\n      <td>100-499人</td>\n      <td>[节日福利, 补充医疗保险, 五险一金, 带薪年假, 员工旅游, 定期体检, 零食下午茶]</td>\n      <td>100004</td>\n      <td>False</td>\n    </tr>\n    <tr>\n      <th>2</th>\n      <td>svnQCWO20Xbxv-u16uuTpJab0Zav_AzYqZCfE4f-1ZNMQm...</td>\n      <td>https://img.bosszhipin.com/beijin/upload/avata...</td>\n      <td>3</td>\n      <td>78fb083f690569530nBz2du5EFBY</td>\n      <td>关女士</td>\n      <td>hr</td>\n      <td>0</td>\n      <td>True</td>\n      <td>3b446c17288155c01HZ70tu5FVdV</td>\n      <td>259072637</td>\n      <td>...</td>\n      <td>1700192491000</td>\n      <td>e57e6ccdcd0e71850Xx-2N-9Eg~~</td>\n      <td>小红书</td>\n      <td>https://img.bosszhipin.com/beijin/mcs/banner/8...</td>\n      <td>D轮及以上</td>\n      <td>电子商务</td>\n      <td>1000-9999人</td>\n      <td>[五险一金, 加班补助, 带薪年假, 餐补, 年终奖, 定期体检, 包吃]</td>\n      <td>100001</td>\n      <td>False</td>\n    </tr>\n    <tr>\n      <th>3</th>\n      <td>5HFzjewox7k90-G1C1XMX5TH6b_FFoNK8Z-YZzMALeadG_...</td>\n      <td>https://img.bosszhipin.com/beijin/upload/avata...</td>\n      <td>3</td>\n      <td>48742a58a4da485b0XFy2N6-GA~~</td>\n      <td>高女士</td>\n      <td>HRBP</td>\n      <td>0</td>\n      <td>True</td>\n      <td>dd17d8619590c0c41nF50t69ElFQ</td>\n      <td>259072637</td>\n      <td>...</td>\n      <td>1700737382000</td>\n      <td>1a3c39d7de92f7e21nV53t69EFA~</td>\n      <td>点点互动</td>\n      <td>https://img.bosszhipin.com/beijin/mcs/chatphot...</td>\n      <td>未融资</td>\n      <td>游戏</td>\n      <td>1000-9999人</td>\n      <td>[零食下午茶, 定期体检, 交通补助, 股票期权, 员工旅游, 加班补助, 补充医疗保险, ...</td>\n      <td>100002</td>\n      <td>False</td>\n    </tr>\n    <tr>\n      <th>4</th>\n      <td>xcygccKJO4vmE-31rgveutlo-FTMTAPCCr3_cJQzJVBGT5...</td>\n      <td>https://img.bosszhipin.com/beijin/upload/avata...</td>\n      <td>3</td>\n      <td>2b5893c8f7d62dba0n183N26FlA~</td>\n      <td>崔丽</td>\n      <td>人事经理</td>\n      <td>0</td>\n      <td>True</td>\n      <td>c95d2ab285bf1c011n182Nu6EldW</td>\n      <td>259072637</td>\n      <td>...</td>\n      <td>1687174681000</td>\n      <td>f79a5ee3c48585530nd63tW-EQ~~</td>\n      <td>观塘尚然</td>\n      <td>https://img.bosszhipin.com/beijin/upload/com/l...</td>\n      <td>不需要融资</td>\n      <td>广告/公关/会展</td>\n      <td>20-99人</td>\n      <td>[全勤奖, 加班补助, 节日福利, 年终奖, 员工旅游, 餐补, 免费班车, 带薪年假, 五...</td>\n      <td>100101</td>\n      <td>False</td>\n    </tr>\n    <tr>\n      <th>5</th>\n      <td>Q6k0obuXVjej_-K1QNax25xEkwtUdVhfX7us62-U4URheQ...</td>\n      <td>https://img.bosszhipin.com/beijin/upload/avata...</td>\n      <td>3</td>\n      <td>a1fc9497d6fe032503dz39S8EVU~</td>\n      <td>郭女士</td>\n      <td>HR</td>\n      <td>0</td>\n      <td>True</td>\n      <td>19d9d8306a6c1a881HZ53Ny7FldR</td>\n      <td>259072637</td>\n      <td>...</td>\n      <td>1701066056000</td>\n      <td>7cf08ef4b0f688c103V52tQ~</td>\n      <td>哔哩哔哩-B站</td>\n      <td>https://img.bosszhipin.com/beijin/mcs/bar/bran...</td>\n      <td>已上市</td>\n      <td>互联网</td>\n      <td>1000-9999人</td>\n      <td>[全勤奖, 年终奖, 补充医疗保险, 定期体检, 五险一金, 带薪年假, 节日福利]</td>\n      <td>100020</td>\n      <td>False</td>\n    </tr>\n    <tr>\n      <th>6</th>\n      <td>f6nj5jU5IY6No-11Rcch3C3q08KozCrwjnLcr5Ii0_oZr5...</td>\n      <td>https://img.bosszhipin.com/beijin/upload/avata...</td>\n      <td>3</td>\n      <td>7fd690c401aa31261nR_29-0EVtY</td>\n      <td>梁先生</td>\n      <td>HRBP</td>\n      <td>0</td>\n      <td>True</td>\n      <td>712676609c15107e1HZ52N-1EVRX</td>\n      <td>259072637</td>\n      <td>...</td>\n      <td>1700807402000</td>\n      <td>84de521f349608551nF93920E1o~</td>\n      <td>爱的番茄</td>\n      <td>https://img.bosszhipin.com/beijin/mcs/chatphot...</td>\n      <td>不需要融资</td>\n      <td>游戏</td>\n      <td>500-999人</td>\n      <td>[节日福利, 定期体检, 补充医疗保险, 股票期权, 年终奖, 五险一金, 带薪年假, 交通...</td>\n      <td>100002</td>\n      <td>False</td>\n    </tr>\n    <tr>\n      <th>7</th>\n      <td>dqtb7WuK0xFhe-d1ExCfqeuBdhJLXPC0l1I2XSMmk5QTJU...</td>\n      <td>https://img.bosszhipin.com/beijin/upload/avata...</td>\n      <td>3</td>\n      <td>86e1e702c9a3a30f0nZ72tW4GFY~</td>\n      <td>刘浩楠</td>\n      <td>招聘专员</td>\n      <td>0</td>\n      <td>False</td>\n      <td>9009bb78043a5c0f1HZ53926FlZV</td>\n      <td>259072637</td>\n      <td>...</td>\n      <td>1700826821000</td>\n      <td>7d01ce6cfe2022030HJ409y-</td>\n      <td>北京字节跳动</td>\n      <td>https://img.bosszhipin.com/beijin/upload/com/w...</td>\n      <td>不需要融资</td>\n      <td>移动互联网</td>\n      <td>10000人以上</td>\n      <td>[年终奖, 零食下午茶, 年度体检, 定期体检, 弹性工作制, 家属自选保险, 加班补助, ...</td>\n      <td>100019</td>\n      <td>False</td>\n    </tr>\n    <tr>\n      <th>8</th>\n      <td>2l5pn4nHPDrNS-518v0z7iHETjhMca_hUjj09cio7xZ9UJ...</td>\n      <td>https://img.bosszhipin.com/beijin/upload/avata...</td>\n      <td>3</td>\n      <td>5a7ae16a8e734dcc1XR-39m9GFA~</td>\n      <td>张女士</td>\n      <td>hr</td>\n      <td>0</td>\n      <td>True</td>\n      <td>613d948500bf93e41HZ-2Ny5FlBU</td>\n      <td>259072637</td>\n      <td>...</td>\n      <td>1701310714000</td>\n      <td>ab9fdc6f043679990HY~</td>\n      <td>百度</td>\n      <td>https://img.bosszhipin.com/beijin/mcs/banner/0...</td>\n      <td>已上市</td>\n      <td>互联网</td>\n      <td>10000人以上</td>\n      <td>[五险一金, 免费班车, 年终奖, 零食下午茶, 带薪年假, 节日福利, 娱乐健身, 通讯补...</td>\n      <td>100020</td>\n      <td>False</td>\n    </tr>\n    <tr>\n      <th>9</th>\n      <td>a5p0C84PBFQVK-T1ZjM7aaaMYfsACM2zi1IYyLhBmRFCQc...</td>\n      <td>https://img.bosszhipin.com/beijin/upload/avata...</td>\n      <td>3</td>\n      <td>71e8ab5f702355471HZ83Nq-F1c~</td>\n      <td>邓女士</td>\n      <td>HR</td>\n      <td>0</td>\n      <td>True</td>\n      <td>ffb3d53992bb25a91HVy2Nm1FVpZ</td>\n      <td>259072637</td>\n      <td>...</td>\n      <td>1698657257000</td>\n      <td>90645958926e5e1e1HRz39i8GVM~</td>\n      <td>众成就</td>\n      <td>https://img.bosszhipin.com/beijin/upload/com/w...</td>\n      <td>未融资</td>\n      <td>广告/公关/会展</td>\n      <td>100-499人</td>\n      <td>[零食下午茶, 节日福利, 生日福利, 餐补, 带薪年假, 年终奖, 定期体检, 五险一金,...</td>\n      <td>100101</td>\n      <td>False</td>\n    </tr>\n    <tr>\n      <th>10</th>\n      <td>ZRKbicdo0l991-D1yI_5Bd0cWKjsux7oZUNeZDla4GU2pe...</td>\n      <td>https://img.bosszhipin.com/beijin/upload/avata...</td>\n      <td>3</td>\n      <td>905ef71d48e156080nR509u_F1JW</td>\n      <td>刘清辰</td>\n      <td>经理</td>\n      <td>0</td>\n      <td>False</td>\n      <td>2ee34204faa95b831HV_2t66ElVV</td>\n      <td>259072637</td>\n      <td>...</td>\n      <td>1697219988000</td>\n      <td>8eff85da1dc5c2651nZ40965GVM~</td>\n      <td>火神</td>\n      <td>https://img.bosszhipin.com/beijin/app/mobile/n...</td>\n      <td></td>\n      <td>广告/公关/会展</td>\n      <td>0-20人</td>\n      <td>[]</td>\n      <td>100101</td>\n      <td>False</td>\n    </tr>\n    <tr>\n      <th>11</th>\n      <td>jorBkt2zeGjeQ-x1hbAFZlD3UeowB3V5wEqtf0DTuOoYGE...</td>\n      <td>https://img.bosszhipin.com/boss/avatar/avatar_...</td>\n      <td>3</td>\n      <td>2a32b05202b0ad0c0XZ93Ni-EFVU</td>\n      <td>陈一嫚</td>\n      <td>HR</td>\n      <td>0</td>\n      <td>True</td>\n      <td>8cc3874daacd48731HZ-29S4GVdR</td>\n      <td>259072637</td>\n      <td>...</td>\n      <td>1701224070000</td>\n      <td>230e0b5fd991e8a30nN72Q~~</td>\n      <td>微店</td>\n      <td>https://img.bosszhipin.com/beijin/mcs/bar/bran...</td>\n      <td>C轮</td>\n      <td>互联网</td>\n      <td>1000-9999人</td>\n      <td>[年终奖, 节日福利, 零食下午茶, 带薪年假, 餐补, 定期体检, 补充医疗保险, 股票期...</td>\n      <td>100020</td>\n      <td>False</td>\n    </tr>\n    <tr>\n      <th>12</th>\n      <td>Ur9jxOpJsIOEL-E1JPZ32RFrbcKt7t5ypsay6ReHbreVDw...</td>\n      <td>https://img.bosszhipin.com/beijin/upload/avata...</td>\n      <td>3</td>\n      <td>a495bffb5f1b2c8803d-2ty8EFE~</td>\n      <td>锁先生</td>\n      <td>人事总监</td>\n      <td>0</td>\n      <td>True</td>\n      <td>c60ac104b26eea3d1XF43du1EFpX</td>\n      <td>259072637</td>\n      <td>...</td>\n      <td>1680850128000</td>\n      <td>a5e401e4bd3fedc81nV_39q5FVE~</td>\n      <td>北京光宇通达广告</td>\n      <td>https://img.bosszhipin.com/beijin/mcs/chatphot...</td>\n      <td>未融资</td>\n      <td>广告/公关/会展</td>\n      <td>20-99人</td>\n      <td>[股票期权, 节日福利, 五险一金]</td>\n      <td>100101</td>\n      <td>False</td>\n    </tr>\n    <tr>\n      <th>13</th>\n      <td>TTwMnxxS41HlC-91PsdLg2AjAgibZsIHZ1-V3DXuFXY_5x...</td>\n      <td>https://img.bosszhipin.com/beijin/upload/avata...</td>\n      <td>3</td>\n      <td>78ccb93fa75307ed3nJ72dq9EFc~</td>\n      <td>卢静</td>\n      <td>HR</td>\n      <td>0</td>\n      <td>True</td>\n      <td>fc1751caab9480bb1HZ-2tW4EFtU</td>\n      <td>259072637</td>\n      <td>...</td>\n      <td>1701241167000</td>\n      <td>932e9eec6109aff303V92N2-</td>\n      <td>北京掌上乐游科技</td>\n      <td>https://img.bosszhipin.com/beijin/upload/com/l...</td>\n      <td>未融资</td>\n      <td>移动互联网</td>\n      <td>20-99人</td>\n      <td>[羽毛球, 股票期权, 节日福利, 底薪加提成, 带薪年假, 员工旅游, 年终奖, 健身卡,...</td>\n      <td>100019</td>\n      <td>False</td>\n    </tr>\n    <tr>\n      <th>14</th>\n      <td>2Aeq3Pqif3rs2-W1aEbGJUkzamYN9iL41ndiz8SD0BS2k6...</td>\n      <td>https://img.bosszhipin.com/beijin/upload/avata...</td>\n      <td>3</td>\n      <td>3d58b573236fc4191nV829W0GVU~</td>\n      <td>刘女士</td>\n      <td>Recruiter</td>\n      <td>0</td>\n      <td>True</td>\n      <td>94eb106e6d0be7981HZ409W0FlVT</td>\n      <td>259072637</td>\n      <td>...</td>\n      <td>1700637216000</td>\n      <td>96eac17fed77c8c61nJ43N66</td>\n      <td>FunPlus</td>\n      <td>https://img.bosszhipin.com/beijin/mcs/banner/4...</td>\n      <td>B轮</td>\n      <td>游戏</td>\n      <td>1000-9999人</td>\n      <td>[节日福利, 年终奖, 股票期权, 带薪年假, 加班补助, 交通补助, 定期体检, 五险一金...</td>\n      <td>100002</td>\n      <td>False</td>\n    </tr>\n    <tr>\n      <th>15</th>\n      <td>Y5w6n0AGGYjMH-r133croF2OiWXMFDjdv5oEzntl0Ov2gx...</td>\n      <td>https://img.bosszhipin.com/beijin/upload/avata...</td>\n      <td>3</td>\n      <td>0b5b5f1260892f760X172d20GA~~</td>\n      <td>李雪玢</td>\n      <td>招聘经理</td>\n      <td>0</td>\n      <td>True</td>\n      <td>27b220e8c1d223741HR52Nq5FlNX</td>\n      <td>259072637</td>\n      <td>...</td>\n      <td>1700029628000</td>\n      <td>aac808316590df5e0XZ82960</td>\n      <td>万达传媒</td>\n      <td>https://img.bosszhipin.com/beijin/upload/com/w...</td>\n      <td>已上市</td>\n      <td>广告营销</td>\n      <td>100-499人</td>\n      <td>[通讯补贴, 节日福利, 生日福利, 定期体检, 年终奖, 餐补, 员工旅游, 带薪年假, ...</td>\n      <td>100004</td>\n      <td>False</td>\n    </tr>\n    <tr>\n      <th>16</th>\n      <td>y7mu24vu_lcS9-81MIMQ6s-zx1QReDZ_AP8qZzUpFAgURq...</td>\n      <td>https://img.bosszhipin.com/beijin/upload/avata...</td>\n      <td>3</td>\n      <td>2217e65593edcce11nV_3dm_GFA~</td>\n      <td>李慧</td>\n      <td>招聘者</td>\n      <td>0</td>\n      <td>False</td>\n      <td>9eba920be9e5e2b21HJ629i9FlU~</td>\n      <td>259072637</td>\n      <td>...</td>\n      <td>1680757254000</td>\n      <td>ad0b1de0ab85affd1XJ_3dq6</td>\n      <td>中广</td>\n      <td>https://img.bosszhipin.com/beijin/mcs/chatphot...</td>\n      <td>不需要融资</td>\n      <td>广告营销</td>\n      <td>20-99人</td>\n      <td>[]</td>\n      <td>100004</td>\n      <td>False</td>\n    </tr>\n    <tr>\n      <th>17</th>\n      <td>8p1Blz4AzauNw-C1mygD56PeuS32XYMJ6KgP-wibMjIJOx...</td>\n      <td>https://img.bosszhipin.com/beijin/upload/tmp/2...</td>\n      <td>3</td>\n      <td>17e5e296afeb3ee11nR63dy5E1NS</td>\n      <td>赵女士</td>\n      <td>行政人事部经理</td>\n      <td>0</td>\n      <td>False</td>\n      <td>029a1be24e799ddd1HZ-3dy4FVVX</td>\n      <td>259072637</td>\n      <td>...</td>\n      <td>1701415057000</td>\n      <td>099e120affe6bbce1HNz3Ny9GA~~</td>\n      <td>漪珊服饰</td>\n      <td>https://img.bosszhipin.com/beijin/mcs/chatphot...</td>\n      <td>未融资</td>\n      <td>服装/纺织/皮革</td>\n      <td>100-499人</td>\n      <td>[五险一金]</td>\n      <td>101003</td>\n      <td>False</td>\n    </tr>\n    <tr>\n      <th>18</th>\n      <td>isLcyRnQ2SLao-v1zxE-E30xDVzxWEKu2TDC1-5uzGe51b...</td>\n      <td>https://img.bosszhipin.com/beijin/upload/avata...</td>\n      <td>3</td>\n      <td>88ac2144be676d140nF42N-5FlFR</td>\n      <td>沈女士</td>\n      <td>猎头顾问</td>\n      <td>1</td>\n      <td>True</td>\n      <td>71fca2f6f5a4b32b1XN_09--GFJQ</td>\n      <td>259072637</td>\n      <td>...</td>\n      <td>1696758522000</td>\n      <td>1a8f9075255775e11nd92tw~</td>\n      <td>某大型互联网公司</td>\n      <td>https://img.bosszhipin.com/beijin/app/mobile/n...</td>\n      <td>C轮</td>\n      <td>互联网</td>\n      <td>100-499人</td>\n      <td>[五险一金, 包吃, 定期体检, 补充医疗保险, 带薪年假, 补充医疗保险, 年终奖, 节日...</td>\n      <td>100020</td>\n      <td>False</td>\n    </tr>\n    <tr>\n      <th>19</th>\n      <td>oyHI81-WEWjnP-U1EKm50i93OcjqfqajMtLo_EteED-bNy...</td>\n      <td>https://img.bosszhipin.com/beijin/upload/avata...</td>\n      <td>3</td>\n      <td>411e83478e5c9f170HN72du9GFs~</td>\n      <td>孙女士</td>\n      <td>HR</td>\n      <td>0</td>\n      <td>True</td>\n      <td>4a6af04fac61dcc01HRy3dm1ElZX</td>\n      <td>259072637</td>\n      <td>...</td>\n      <td>1701256474000</td>\n      <td>6cd250243c0c51681nRz3dw~</td>\n      <td>Keep</td>\n      <td>https://img.bosszhipin.com/beijin/upload/com/l...</td>\n      <td>D轮及以上</td>\n      <td>互联网</td>\n      <td>1000-9999人</td>\n      <td>[年终奖, 补充医疗保险, 带薪年假, 股票期权, 定期体检, 节日福利, 五险一金, 餐补]</td>\n      <td>100020</td>\n      <td>False</td>\n    </tr>\n    <tr>\n      <th>20</th>\n      <td>JHeB8nYJGZHvW-q1VoaNUHNTgbnIeAMWkHa7WXrG20c9mi...</td>\n      <td>https://img.bosszhipin.com/beijin/upload/avata...</td>\n      <td>3</td>\n      <td>bcee10ddbafa823e1Hx73Nq_F1Q~</td>\n      <td>徐女士</td>\n      <td>人事经理</td>\n      <td>0</td>\n      <td>True</td>\n      <td>5d006abbdf856a051HV-0tq0GFFS</td>\n      <td>259072637</td>\n      <td>...</td>\n      <td>1698819679000</td>\n      <td>b8082117f2c3535d0Hd53NW6Ew~~</td>\n      <td>和势营销</td>\n      <td>https://img.bosszhipin.com/beijin/mcs/chatphot...</td>\n      <td>未融资</td>\n      <td>广告营销</td>\n      <td>20-99人</td>\n      <td>[员工旅游, 定期体检, 年终奖, 五险一金, 团建聚餐, 带薪年假, 加班补助, 工龄奖,...</td>\n      <td>100004</td>\n      <td>False</td>\n    </tr>\n    <tr>\n      <th>21</th>\n      <td>YDbMQG-AddkCJ-A1wyxs0FwprjbvcBW9ZLxicEiDBmGnbE...</td>\n      <td>https://img.bosszhipin.com/beijin/upload/avata...</td>\n      <td>3</td>\n      <td>b497bb9f9bf4813a1nN73di5</td>\n      <td>耿女士</td>\n      <td>人力资源总监</td>\n      <td>0</td>\n      <td>True</td>\n      <td>f40734c09fc66ea51HZ-39u0FVpY</td>\n      <td>259072637</td>\n      <td>...</td>\n      <td>1701342867000</td>\n      <td>ea26e548190feb851XRy39m-F1Y~</td>\n      <td>很欧可</td>\n      <td>https://img.bosszhipin.com/beijin/upload/com/w...</td>\n      <td>未融资</td>\n      <td>广告/公关/会展</td>\n      <td>100-499人</td>\n      <td>[员工旅游, 带薪年假, 年终奖, 定期体检, 五险一金]</td>\n      <td>100101</td>\n      <td>False</td>\n    </tr>\n    <tr>\n      <th>22</th>\n      <td>v9rKAve23BpiA-X17PGYVqM3kC4bKrfbwcxx5EtZrCq6Dp...</td>\n      <td>https://img.bosszhipin.com/boss/avatar/avatar_...</td>\n      <td>3</td>\n      <td>3695cb3d37958d3c1HRy2d20EFE~</td>\n      <td>柳先生</td>\n      <td>HR</td>\n      <td>0</td>\n      <td>True</td>\n      <td>e5e95223d09696b61HV_3N2-ElNX</td>\n      <td>259072637</td>\n      <td>...</td>\n      <td>1701227762000</td>\n      <td>7724eff9a060a1d91XR60969FVY~</td>\n      <td>德吉</td>\n      <td>https://c-res.zhipin.com/jrs/c213b3119d21fa1e6...</td>\n      <td>不需要融资</td>\n      <td>广告/公关/会展</td>\n      <td>20-99人</td>\n      <td>[五险一金, 定期体检, 年终奖, 带薪年假, 员工旅游, 节日福利]</td>\n      <td>100101</td>\n      <td>False</td>\n    </tr>\n    <tr>\n      <th>23</th>\n      <td>GKX9FyIXWkdtH-M1fP3J9DJBjMlIdhY4Da3uyL3I5LNCjN...</td>\n      <td>https://img.bosszhipin.com/beijin/upload/avata...</td>\n      <td>3</td>\n      <td>8bf9b47cdd56ba421nR80ty6EFpX</td>\n      <td>王女士</td>\n      <td>人事经理</td>\n      <td>0</td>\n      <td>True</td>\n      <td>b116a58dcce43cc51HZ-2t6_EFtU</td>\n      <td>259072637</td>\n      <td>...</td>\n      <td>1701230271000</td>\n      <td>df4e816ebe5ac87c1Xd52ti8F1U~</td>\n      <td>奈思德</td>\n      <td>https://img.bosszhipin.com/beijin/upload/com/l...</td>\n      <td>不需要融资</td>\n      <td>广告/公关/会展</td>\n      <td>20-99人</td>\n      <td>[定期体检, 员工旅游, 带薪年假]</td>\n      <td>100101</td>\n      <td>False</td>\n    </tr>\n    <tr>\n      <th>24</th>\n      <td>wjXU9CaL0bRLc-R1y3XFDV-GTR7xGaCMUMimNvUdQJninV...</td>\n      <td>https://img.bosszhipin.com/beijin/upload/avata...</td>\n      <td>3</td>\n      <td>9790d73345e2970c1nR73Nq1E1tT</td>\n      <td>周女士</td>\n      <td>HRBP</td>\n      <td>0</td>\n      <td>False</td>\n      <td>f7dfcfe15a5a7f2a1XFz0tS_FlNY</td>\n      <td>259072637</td>\n      <td>...</td>\n      <td>1698205679000</td>\n      <td>05f4f93d50d5dff433d-09--</td>\n      <td>和智传信</td>\n      <td>https://img.bosszhipin.com/beijin/mcs/chatphot...</td>\n      <td>不需要融资</td>\n      <td>广告/公关/会展</td>\n      <td>100-499人</td>\n      <td>[员工旅游, 通讯补贴, 五险一金, 餐补, 零食下午茶, 加班补助, 年终奖, 节日福利,...</td>\n      <td>100101</td>\n      <td>False</td>\n    </tr>\n    <tr>\n      <th>25</th>\n      <td>HxtVvh1vaqAdg-p1XH2XNTgwVL8y4kG_fYTZW0d7CpgpS5...</td>\n      <td>https://img.bosszhipin.com/boss/avatar/avatar_...</td>\n      <td>3</td>\n      <td>a88d6708b0e58e050nxy3di_FVVV</td>\n      <td>杨庆钊</td>\n      <td>招聘者</td>\n      <td>0</td>\n      <td>True</td>\n      <td>4cde00fcce805fbd1Xx739S8FVFX</td>\n      <td>259072637</td>\n      <td>...</td>\n      <td>1687565520000</td>\n      <td>76cb989b0e5bb43e0nR43tW6EQ~~</td>\n      <td>有时文创</td>\n      <td>https://img.bosszhipin.com/beijin/mcs/chatphot...</td>\n      <td>未融资</td>\n      <td>广告/公关/会展</td>\n      <td>20-99人</td>\n      <td>[有无线网, 员工旅游, 全勤奖, 五险一金, 年终奖, 团建聚餐, 生日福利, 节日福利,...</td>\n      <td>100101</td>\n      <td>False</td>\n    </tr>\n    <tr>\n      <th>26</th>\n      <td>klyu5e9YjmSQQ-f1Z4xrd5CMHCaPHUDwfCPU2Ii2gUEZAQ...</td>\n      <td>https://img.bosszhipin.com/beijin/upload/avata...</td>\n      <td>3</td>\n      <td>e9b3b9e7836527fa0Xd429i0FA~~</td>\n      <td>杨女士</td>\n      <td>招聘经理</td>\n      <td>0</td>\n      <td>True</td>\n      <td>0dc841c2f501b1131XZ-3d-8GFBU</td>\n      <td>259072637</td>\n      <td>...</td>\n      <td>1701067708000</td>\n      <td>7f12446c64e758bc1nd52tW0FA~~</td>\n      <td>凌亚世纪</td>\n      <td>https://img.bosszhipin.com/beijin/mcs/chatphot...</td>\n      <td>不需要融资</td>\n      <td>媒体</td>\n      <td>20-99人</td>\n      <td>[节日福利, 员工旅游, 补充医疗保险, 节日福利, 定期体检, 带薪年假, 五险一金, 年终奖]</td>\n      <td>100003</td>\n      <td>False</td>\n    </tr>\n    <tr>\n      <th>27</th>\n      <td>xS_86ubMTwOBm-P1abQcSLrYdNGZfdek3-EpzQEODGaV72...</td>\n      <td>https://img.bosszhipin.com/beijin/upload/avata...</td>\n      <td>3</td>\n      <td>a9a9fb7b127a11630nR43d6-FVpX</td>\n      <td>赵女士</td>\n      <td>人事区域经理</td>\n      <td>0</td>\n      <td>True</td>\n      <td>074db08d580402dd1HZ53dq4FFFY</td>\n      <td>259072637</td>\n      <td>...</td>\n      <td>1701228664000</td>\n      <td>6c8fc7921c2e44b93nR72dy4FA~~</td>\n      <td>厚德财通</td>\n      <td>https://img.bosszhipin.com/beijin/upload/com/w...</td>\n      <td>未融资</td>\n      <td>计算机软件</td>\n      <td>100-499人</td>\n      <td>[年终奖, 带薪年假, 节日福利, 五险一金, 绩效奖金]</td>\n      <td>100021</td>\n      <td>False</td>\n    </tr>\n    <tr>\n      <th>28</th>\n      <td>Kg0Js5QeuKW5A-h1Sac4LOJc4wAPD_j-appprj_Gvq3w9h...</td>\n      <td>https://img.bosszhipin.com/beijin/mcs/useravat...</td>\n      <td>3</td>\n      <td>6778212df6075f4d1Xx43t60GFA~</td>\n      <td>马先生</td>\n      <td>总经理</td>\n      <td>0</td>\n      <td>True</td>\n      <td>8fb559ff7834087f1nFy2t64GFc~</td>\n      <td>259072637</td>\n      <td>...</td>\n      <td>1688794034000</td>\n      <td>5dfb337064dcad310nRy0ty1</td>\n      <td>盖德英语</td>\n      <td>https://img.bosszhipin.com/beijin/mcs/chatphot...</td>\n      <td>不需要融资</td>\n      <td>培训机构</td>\n      <td>20-99人</td>\n      <td>[股票期权, 节日福利, 带薪年假, 全勤奖, 零食下午茶, 加班补助, 年终奖, 五险一金...</td>\n      <td>100303</td>\n      <td>False</td>\n    </tr>\n    <tr>\n      <th>29</th>\n      <td>wECygG4o9vrvf-31Xc0xdLTqnerBsN_PAZJWaDYhrbv8-8...</td>\n      <td>https://img.bosszhipin.com/beijin/upload/avata...</td>\n      <td>3</td>\n      <td>7cdcd2ee26da81f90H142Ny6GVc~</td>\n      <td>赵女士</td>\n      <td>人事</td>\n      <td>0</td>\n      <td>True</td>\n      <td>6822aaaf667dedf41X1_29m-GFdR</td>\n      <td>259072637</td>\n      <td>...</td>\n      <td>1699411819000</td>\n      <td>7deec8f665c42e690XZz29-4EA~~</td>\n      <td>中科盛东</td>\n      <td>https://img.bosszhipin.com/beijin/upload/com/w...</td>\n      <td>未融资</td>\n      <td>广告营销</td>\n      <td>20-99人</td>\n      <td>[]</td>\n      <td>100004</td>\n      <td>False</td>\n    </tr>\n  </tbody>\n</table>\n<p>30 rows × 46 columns</p>\n</div>"
     },
     "execution_count": 25,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "\n",
    "df_boss = pd.json_normalize(response_data['zpData']['jobList'])\n",
    "df_boss"
   ],
   "metadata": {
    "collapsed": false
   }
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "outputs": [],
   "source": [
    "df_boss.to_excel('boss直聘-测试.xlsx')"
   ],
   "metadata": {
    "collapsed": false
   }
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "outputs": [
    {
     "data": {
      "text/plain": "    Unnamed: 0                                         securityId  \\\n0            0  3qsJFh-EfCDVZ-O1FwHF6CgiZSmJ5VnY4c77CFJc4913sp...   \n1            1  T2BuiC3HIXwLa-A1oX79gxEdeOP7RlDJL7G9iNj54hD3G9...   \n2            2  svnQCWO20Xbxv-u16uuTpJab0Zav_AzYqZCfE4f-1ZNMQm...   \n3            3  5HFzjewox7k90-G1C1XMX5TH6b_FFoNK8Z-YZzMALeadG_...   \n4            4  xcygccKJO4vmE-31rgveutlo-FTMTAPCCr3_cJQzJVBGT5...   \n5            5  Q6k0obuXVjej_-K1QNax25xEkwtUdVhfX7us62-U4URheQ...   \n6            6  f6nj5jU5IY6No-11Rcch3C3q08KozCrwjnLcr5Ii0_oZr5...   \n7            7  dqtb7WuK0xFhe-d1ExCfqeuBdhJLXPC0l1I2XSMmk5QTJU...   \n8            8  2l5pn4nHPDrNS-518v0z7iHETjhMca_hUjj09cio7xZ9UJ...   \n9            9  a5p0C84PBFQVK-T1ZjM7aaaMYfsACM2zi1IYyLhBmRFCQc...   \n10          10  ZRKbicdo0l991-D1yI_5Bd0cWKjsux7oZUNeZDla4GU2pe...   \n11          11  jorBkt2zeGjeQ-x1hbAFZlD3UeowB3V5wEqtf0DTuOoYGE...   \n12          12  Ur9jxOpJsIOEL-E1JPZ32RFrbcKt7t5ypsay6ReHbreVDw...   \n13          13  TTwMnxxS41HlC-91PsdLg2AjAgibZsIHZ1-V3DXuFXY_5x...   \n14          14  2Aeq3Pqif3rs2-W1aEbGJUkzamYN9iL41ndiz8SD0BS2k6...   \n15          15  Y5w6n0AGGYjMH-r133croF2OiWXMFDjdv5oEzntl0Ov2gx...   \n16          16  y7mu24vu_lcS9-81MIMQ6s-zx1QReDZ_AP8qZzUpFAgURq...   \n17          17  8p1Blz4AzauNw-C1mygD56PeuS32XYMJ6KgP-wibMjIJOx...   \n18          18  isLcyRnQ2SLao-v1zxE-E30xDVzxWEKu2TDC1-5uzGe51b...   \n19          19  oyHI81-WEWjnP-U1EKm50i93OcjqfqajMtLo_EteED-bNy...   \n20          20  JHeB8nYJGZHvW-q1VoaNUHNTgbnIeAMWkHa7WXrG20c9mi...   \n21          21  YDbMQG-AddkCJ-A1wyxs0FwprjbvcBW9ZLxicEiDBmGnbE...   \n22          22  v9rKAve23BpiA-X17PGYVqM3kC4bKrfbwcxx5EtZrCq6Dp...   \n23          23  GKX9FyIXWkdtH-M1fP3J9DJBjMlIdhY4Da3uyL3I5LNCjN...   \n24          24  wjXU9CaL0bRLc-R1y3XFDV-GTR7xGaCMUMimNvUdQJninV...   \n25          25  HxtVvh1vaqAdg-p1XH2XNTgwVL8y4kG_fYTZW0d7CpgpS5...   \n26          26  klyu5e9YjmSQQ-f1Z4xrd5CMHCaPHUDwfCPU2Ii2gUEZAQ...   \n27          27  xS_86ubMTwOBm-P1abQcSLrYdNGZfdek3-EpzQEODGaV72...   \n28          28  Kg0Js5QeuKW5A-h1Sac4LOJc4wAPD_j-appprj_Gvq3w9h...   \n29          29  wECygG4o9vrvf-31Xc0xdLTqnerBsN_PAZJWaDYhrbv8-8...   \n\n                                           bossAvatar  bossCert  \\\n0   https://img.bosszhipin.com/beijin/upload/avata...         3   \n1   https://img.bosszhipin.com/beijin/upload/avata...         3   \n2   https://img.bosszhipin.com/beijin/upload/avata...         3   \n3   https://img.bosszhipin.com/beijin/upload/avata...         3   \n4   https://img.bosszhipin.com/beijin/upload/avata...         3   \n5   https://img.bosszhipin.com/beijin/upload/avata...         3   \n6   https://img.bosszhipin.com/beijin/upload/avata...         3   \n7   https://img.bosszhipin.com/beijin/upload/avata...         3   \n8   https://img.bosszhipin.com/beijin/upload/avata...         3   \n9   https://img.bosszhipin.com/beijin/upload/avata...         3   \n10  https://img.bosszhipin.com/beijin/upload/avata...         3   \n11  https://img.bosszhipin.com/boss/avatar/avatar_...         3   \n12  https://img.bosszhipin.com/beijin/upload/avata...         3   \n13  https://img.bosszhipin.com/beijin/upload/avata...         3   \n14  https://img.bosszhipin.com/beijin/upload/avata...         3   \n15  https://img.bosszhipin.com/beijin/upload/avata...         3   \n16  https://img.bosszhipin.com/beijin/upload/avata...         3   \n17  https://img.bosszhipin.com/beijin/upload/tmp/2...         3   \n18  https://img.bosszhipin.com/beijin/upload/avata...         3   \n19  https://img.bosszhipin.com/beijin/upload/avata...         3   \n20  https://img.bosszhipin.com/beijin/upload/avata...         3   \n21  https://img.bosszhipin.com/beijin/upload/avata...         3   \n22  https://img.bosszhipin.com/boss/avatar/avatar_...         3   \n23  https://img.bosszhipin.com/beijin/upload/avata...         3   \n24  https://img.bosszhipin.com/beijin/upload/avata...         3   \n25  https://img.bosszhipin.com/boss/avatar/avatar_...         3   \n26  https://img.bosszhipin.com/beijin/upload/avata...         3   \n27  https://img.bosszhipin.com/beijin/upload/avata...         3   \n28  https://img.bosszhipin.com/beijin/mcs/useravat...         3   \n29  https://img.bosszhipin.com/beijin/upload/avata...         3   \n\n                   encryptBossId bossName  bossTitle  goldHunter  bossOnline  \\\n0   0fee4c55e1102d1e0n1_29m5GVRY      魏子钧         Hr           0        True   \n1   481c87981a14c9381HFz3tW8GVA~      常女士        招聘者           0        True   \n2   78fb083f690569530nBz2du5EFBY      关女士         hr           0        True   \n3   48742a58a4da485b0XFy2N6-GA~~      高女士       HRBP           0        True   \n4   2b5893c8f7d62dba0n183N26FlA~       崔丽       人事经理           0        True   \n5   a1fc9497d6fe032503dz39S8EVU~      郭女士         HR           0        True   \n6   7fd690c401aa31261nR_29-0EVtY      梁先生       HRBP           0        True   \n7   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      "text/html": "<div>\n<style scoped>\n    .dataframe tbody tr th:only-of-type {\n        vertical-align: middle;\n    }\n\n    .dataframe tbody tr th {\n        vertical-align: top;\n    }\n\n    .dataframe thead th {\n        text-align: right;\n    }\n</style>\n<table border=\"1\" class=\"dataframe\">\n  <thead>\n    <tr style=\"text-align: right;\">\n      <th></th>\n      <th>Unnamed: 0</th>\n      <th>securityId</th>\n      <th>bossAvatar</th>\n      <th>bossCert</th>\n      <th>encryptBossId</th>\n      <th>bossName</th>\n      <th>bossTitle</th>\n      <th>goldHunter</th>\n      <th>bossOnline</th>\n      <th>encryptJobId</th>\n      <th>...</th>\n      <th>lastModifyTime</th>\n      <th>encryptBrandId</th>\n      <th>brandName</th>\n      <th>brandLogo</th>\n      <th>brandStageName</th>\n      <th>brandIndustry</th>\n      <th>brandScaleName</th>\n      <th>welfareList</th>\n      <th>industry</th>\n      <th>contact</th>\n    </tr>\n  </thead>\n  <tbody>\n    <tr>\n      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    <td>9316b44e56a7fc4b1HZ70926F1NT</td>\n      <td>...</td>\n      <td>1701052320000</td>\n      <td>a5189d31c64769ea0X1z09-1</td>\n      <td>有范儿科技</td>\n      <td>https://img.bosszhipin.com/beijin/mcs/chatphot...</td>\n      <td>未融资</td>\n      <td>广告营销</td>\n      <td>100-499人</td>\n      <td>['节日福利', '补充医疗保险', '五险一金', '带薪年假', '员工旅游', '定期...</td>\n      <td>100004</td>\n      <td>False</td>\n    </tr>\n    <tr>\n      <th>2</th>\n      <td>2</td>\n      <td>svnQCWO20Xbxv-u16uuTpJab0Zav_AzYqZCfE4f-1ZNMQm...</td>\n      <td>https://img.bosszhipin.com/beijin/upload/avata...</td>\n      <td>3</td>\n      <td>78fb083f690569530nBz2du5EFBY</td>\n      <td>关女士</td>\n      <td>hr</td>\n      <td>0</td>\n      <td>True</td>\n      <td>3b446c17288155c01HZ70tu5FVdV</td>\n      <td>...</td>\n      <td>1700192491000</td>\n      <td>e57e6ccdcd0e71850Xx-2N-9Eg~~</td>\n      <td>小红书</td>\n      <td>https://img.bosszhipin.com/beijin/mcs/banner/8...</td>\n      <td>D轮及以上</td>\n      <td>电子商务</td>\n      <td>1000-9999人</td>\n      <td>['五险一金', '加班补助', '带薪年假', '餐补', '年终奖', '定期体检', ...</td>\n      <td>100001</td>\n      <td>False</td>\n    </tr>\n    <tr>\n      <th>3</th>\n      <td>3</td>\n      <td>5HFzjewox7k90-G1C1XMX5TH6b_FFoNK8Z-YZzMALeadG_...</td>\n      <td>https://img.bosszhipin.com/beijin/upload/avata...</td>\n      <td>3</td>\n      <td>48742a58a4da485b0XFy2N6-GA~~</td>\n      <td>高女士</td>\n      <td>HRBP</td>\n      <td>0</td>\n      <td>True</td>\n      <td>dd17d8619590c0c41nF50t69ElFQ</td>\n      <td>...</td>\n      <td>1700737382000</td>\n      <td>1a3c39d7de92f7e21nV53t69EFA~</td>\n      <td>点点互动</td>\n      <td>https://img.bosszhipin.com/beijin/mcs/chatphot...</td>\n      <td>未融资</td>\n      <td>游戏</td>\n      <td>1000-9999人</td>\n      <td>['零食下午茶', '定期体检', '交通补助', '股票期权', '员工旅游', '加班补...</td>\n      <td>100002</td>\n      <td>False</td>\n    </tr>\n    <tr>\n      <th>4</th>\n      <td>4</td>\n      <td>xcygccKJO4vmE-31rgveutlo-FTMTAPCCr3_cJQzJVBGT5...</td>\n      <td>https://img.bosszhipin.com/beijin/upload/avata...</td>\n      <td>3</td>\n      <td>2b5893c8f7d62dba0n183N26FlA~</td>\n      <td>崔丽</td>\n      <td>人事经理</td>\n      <td>0</td>\n      <td>True</td>\n      <td>c95d2ab285bf1c011n182Nu6EldW</td>\n      <td>...</td>\n      <td>1687174681000</td>\n      <td>f79a5ee3c48585530nd63tW-EQ~~</td>\n      <td>观塘尚然</td>\n      <td>https://img.bosszhipin.com/beijin/upload/com/l...</td>\n      <td>不需要融资</td>\n      <td>广告/公关/会展</td>\n      <td>20-99人</td>\n      <td>['全勤奖', '加班补助', '节日福利', '年终奖', '员工旅游', '餐补', '...</td>\n      <td>100101</td>\n      <td>False</td>\n    </tr>\n    <tr>\n      <th>5</th>\n      <td>5</td>\n      <td>Q6k0obuXVjej_-K1QNax25xEkwtUdVhfX7us62-U4URheQ...</td>\n      <td>https://img.bosszhipin.com/beijin/upload/avata...</td>\n      <td>3</td>\n      <td>a1fc9497d6fe032503dz39S8EVU~</td>\n      <td>郭女士</td>\n      <td>HR</td>\n      <td>0</td>\n      <td>True</td>\n      <td>19d9d8306a6c1a881HZ53Ny7FldR</td>\n      <td>...</td>\n      <td>1701066056000</td>\n      <td>7cf08ef4b0f688c103V52tQ~</td>\n      <td>哔哩哔哩-B站</td>\n      <td>https://img.bosszhipin.com/beijin/mcs/bar/bran...</td>\n      <td>已上市</td>\n      <td>互联网</td>\n      <td>1000-9999人</td>\n      <td>['全勤奖', '年终奖', '补充医疗保险', '定期体检', '五险一金', '带薪年假...</td>\n      <td>100020</td>\n      <td>False</td>\n    </tr>\n    <tr>\n      <th>6</th>\n      <td>6</td>\n      <td>f6nj5jU5IY6No-11Rcch3C3q08KozCrwjnLcr5Ii0_oZr5...</td>\n      <td>https://img.bosszhipin.com/beijin/upload/avata...</td>\n      <td>3</td>\n      <td>7fd690c401aa31261nR_29-0EVtY</td>\n      <td>梁先生</td>\n      <td>HRBP</td>\n      <td>0</td>\n      <td>True</td>\n      <td>712676609c15107e1HZ52N-1EVRX</td>\n      <td>...</td>\n      <td>1700807402000</td>\n      <td>84de521f349608551nF93920E1o~</td>\n      <td>爱的番茄</td>\n      <td>https://img.bosszhipin.com/beijin/mcs/chatphot...</td>\n      <td>不需要融资</td>\n      <td>游戏</td>\n      <td>500-999人</td>\n      <td>['节日福利', '定期体检', '补充医疗保险', '股票期权', '年终奖', '五险一...</td>\n      <td>100002</td>\n      <td>False</td>\n    </tr>\n    <tr>\n      <th>7</th>\n      <td>7</td>\n      <td>dqtb7WuK0xFhe-d1ExCfqeuBdhJLXPC0l1I2XSMmk5QTJU...</td>\n      <td>https://img.bosszhipin.com/beijin/upload/avata...</td>\n      <td>3</td>\n      <td>86e1e702c9a3a30f0nZ72tW4GFY~</td>\n      <td>刘浩楠</td>\n      <td>招聘专员</td>\n      <td>0</td>\n      <td>False</td>\n      <td>9009bb78043a5c0f1HZ53926FlZV</td>\n      <td>...</td>\n      <td>1700826821000</td>\n      <td>7d01ce6cfe2022030HJ409y-</td>\n      <td>北京字节跳动</td>\n      <td>https://img.bosszhipin.com/beijin/upload/com/w...</td>\n      <td>不需要融资</td>\n      <td>移动互联网</td>\n      <td>10000人以上</td>\n      <td>['年终奖', '零食下午茶', '年度体检', '定期体检', '弹性工作制', '家属自...</td>\n      <td>100019</td>\n      <td>False</td>\n    </tr>\n    <tr>\n      <th>8</th>\n      <td>8</td>\n      <td>2l5pn4nHPDrNS-518v0z7iHETjhMca_hUjj09cio7xZ9UJ...</td>\n      <td>https://img.bosszhipin.com/beijin/upload/avata...</td>\n      <td>3</td>\n      <td>5a7ae16a8e734dcc1XR-39m9GFA~</td>\n      <td>张女士</td>\n      <td>hr</td>\n      <td>0</td>\n      <td>True</td>\n      <td>613d948500bf93e41HZ-2Ny5FlBU</td>\n      <td>...</td>\n      <td>1701310714000</td>\n      <td>ab9fdc6f043679990HY~</td>\n      <td>百度</td>\n      <td>https://img.bosszhipin.com/beijin/mcs/banner/0...</td>\n      <td>已上市</td>\n      <td>互联网</td>\n      <td>10000人以上</td>\n      <td>['五险一金', '免费班车', '年终奖', '零食下午茶', '带薪年假', '节日福利...</td>\n      <td>100020</td>\n      <td>False</td>\n    </tr>\n    <tr>\n      <th>9</th>\n      <td>9</td>\n      <td>a5p0C84PBFQVK-T1ZjM7aaaMYfsACM2zi1IYyLhBmRFCQc...</td>\n      <td>https://img.bosszhipin.com/beijin/upload/avata...</td>\n      <td>3</td>\n      <td>71e8ab5f702355471HZ83Nq-F1c~</td>\n      <td>邓女士</td>\n      <td>HR</td>\n      <td>0</td>\n      <td>True</td>\n      <td>ffb3d53992bb25a91HVy2Nm1FVpZ</td>\n      <td>...</td>\n      <td>1698657257000</td>\n      <td>90645958926e5e1e1HRz39i8GVM~</td>\n      <td>众成就</td>\n      <td>https://img.bosszhipin.com/beijin/upload/com/w...</td>\n      <td>未融资</td>\n      <td>广告/公关/会展</td>\n      <td>100-499人</td>\n      <td>['零食下午茶', '节日福利', '生日福利', '餐补', '带薪年假', '年终奖',...</td>\n      <td>100101</td>\n      <td>False</td>\n    </tr>\n    <tr>\n      <th>10</th>\n      <td>10</td>\n      <td>ZRKbicdo0l991-D1yI_5Bd0cWKjsux7oZUNeZDla4GU2pe...</td>\n      <td>https://img.bosszhipin.com/beijin/upload/avata...</td>\n      <td>3</td>\n      <td>905ef71d48e156080nR509u_F1JW</td>\n      <td>刘清辰</td>\n      <td>经理</td>\n      <td>0</td>\n      <td>False</td>\n      <td>2ee34204faa95b831HV_2t66ElVV</td>\n      <td>...</td>\n      <td>1697219988000</td>\n      <td>8eff85da1dc5c2651nZ40965GVM~</td>\n      <td>火神</td>\n      <td>https://img.bosszhipin.com/beijin/app/mobile/n...</td>\n      <td>NaN</td>\n      <td>广告/公关/会展</td>\n      <td>0-20人</td>\n      <td>[]</td>\n      <td>100101</td>\n      <td>False</td>\n    </tr>\n    <tr>\n      <th>11</th>\n      <td>11</td>\n      <td>jorBkt2zeGjeQ-x1hbAFZlD3UeowB3V5wEqtf0DTuOoYGE...</td>\n      <td>https://img.bosszhipin.com/boss/avatar/avatar_...</td>\n      <td>3</td>\n      <td>2a32b05202b0ad0c0XZ93Ni-EFVU</td>\n      <td>陈一嫚</td>\n      <td>HR</td>\n      <td>0</td>\n      <td>True</td>\n      <td>8cc3874daacd48731HZ-29S4GVdR</td>\n      <td>...</td>\n      <td>1701224070000</td>\n      <td>230e0b5fd991e8a30nN72Q~~</td>\n      <td>微店</td>\n      <td>https://img.bosszhipin.com/beijin/mcs/bar/bran...</td>\n      <td>C轮</td>\n      <td>互联网</td>\n      <td>1000-9999人</td>\n      <td>['年终奖', '节日福利', '零食下午茶', '带薪年假', '餐补', '定期体检',...</td>\n      <td>100020</td>\n      <td>False</td>\n    </tr>\n    <tr>\n      <th>12</th>\n      <td>12</td>\n      <td>Ur9jxOpJsIOEL-E1JPZ32RFrbcKt7t5ypsay6ReHbreVDw...</td>\n      <td>https://img.bosszhipin.com/beijin/upload/avata...</td>\n      <td>3</td>\n      <td>a495bffb5f1b2c8803d-2ty8EFE~</td>\n      <td>锁先生</td>\n      <td>人事总监</td>\n      <td>0</td>\n      <td>True</td>\n      <td>c60ac104b26eea3d1XF43du1EFpX</td>\n      <td>...</td>\n      <td>1680850128000</td>\n      <td>a5e401e4bd3fedc81nV_39q5FVE~</td>\n      <td>北京光宇通达广告</td>\n      <td>https://img.bosszhipin.com/beijin/mcs/chatphot...</td>\n      <td>未融资</td>\n      <td>广告/公关/会展</td>\n      <td>20-99人</td>\n      <td>['股票期权', '节日福利', '五险一金']</td>\n      <td>100101</td>\n      <td>False</td>\n    </tr>\n    <tr>\n      <th>13</th>\n      <td>13</td>\n      <td>TTwMnxxS41HlC-91PsdLg2AjAgibZsIHZ1-V3DXuFXY_5x...</td>\n      <td>https://img.bosszhipin.com/beijin/upload/avata...</td>\n      <td>3</td>\n      <td>78ccb93fa75307ed3nJ72dq9EFc~</td>\n      <td>卢静</td>\n      <td>HR</td>\n      <td>0</td>\n      <td>True</td>\n      <td>fc1751caab9480bb1HZ-2tW4EFtU</td>\n      <td>...</td>\n      <td>1701241167000</td>\n      <td>932e9eec6109aff303V92N2-</td>\n      <td>北京掌上乐游科技</td>\n      <td>https://img.bosszhipin.com/beijin/upload/com/l...</td>\n      <td>未融资</td>\n      <td>移动互联网</td>\n      <td>20-99人</td>\n      <td>['羽毛球', '股票期权', '节日福利', '底薪加提成', '带薪年假', '员工旅游...</td>\n      <td>100019</td>\n      <td>False</td>\n    </tr>\n    <tr>\n      <th>14</th>\n      <td>14</td>\n      <td>2Aeq3Pqif3rs2-W1aEbGJUkzamYN9iL41ndiz8SD0BS2k6...</td>\n      <td>https://img.bosszhipin.com/beijin/upload/avata...</td>\n      <td>3</td>\n      <td>3d58b573236fc4191nV829W0GVU~</td>\n      <td>刘女士</td>\n      <td>Recruiter</td>\n      <td>0</td>\n      <td>True</td>\n      <td>94eb106e6d0be7981HZ409W0FlVT</td>\n      <td>...</td>\n      <td>1700637216000</td>\n      <td>96eac17fed77c8c61nJ43N66</td>\n      <td>FunPlus</td>\n      <td>https://img.bosszhipin.com/beijin/mcs/banner/4...</td>\n      <td>B轮</td>\n      <td>游戏</td>\n      <td>1000-9999人</td>\n      <td>['节日福利', '年终奖', '股票期权', '带薪年假', '加班补助', '交通补助'...</td>\n      <td>100002</td>\n      <td>False</td>\n    </tr>\n    <tr>\n      <th>15</th>\n      <td>15</td>\n      <td>Y5w6n0AGGYjMH-r133croF2OiWXMFDjdv5oEzntl0Ov2gx...</td>\n      <td>https://img.bosszhipin.com/beijin/upload/avata...</td>\n      <td>3</td>\n      <td>0b5b5f1260892f760X172d20GA~~</td>\n      <td>李雪玢</td>\n      <td>招聘经理</td>\n      <td>0</td>\n      <td>True</td>\n      <td>27b220e8c1d223741HR52Nq5FlNX</td>\n      <td>...</td>\n      <td>1700029628000</td>\n      <td>aac808316590df5e0XZ82960</td>\n      <td>万达传媒</td>\n      <td>https://img.bosszhipin.com/beijin/upload/com/w...</td>\n      <td>已上市</td>\n      <td>广告营销</td>\n      <td>100-499人</td>\n      <td>['通讯补贴', '节日福利', '生日福利', '定期体检', '年终奖', '餐补', ...</td>\n      <td>100004</td>\n      <td>False</td>\n    </tr>\n    <tr>\n      <th>16</th>\n      <td>16</td>\n      <td>y7mu24vu_lcS9-81MIMQ6s-zx1QReDZ_AP8qZzUpFAgURq...</td>\n      <td>https://img.bosszhipin.com/beijin/upload/avata...</td>\n      <td>3</td>\n      <td>2217e65593edcce11nV_3dm_GFA~</td>\n      <td>李慧</td>\n      <td>招聘者</td>\n      <td>0</td>\n      <td>False</td>\n      <td>9eba920be9e5e2b21HJ629i9FlU~</td>\n      <td>...</td>\n      <td>1680757254000</td>\n      <td>ad0b1de0ab85affd1XJ_3dq6</td>\n      <td>中广</td>\n      <td>https://img.bosszhipin.com/beijin/mcs/chatphot...</td>\n      <td>不需要融资</td>\n      <td>广告营销</td>\n      <td>20-99人</td>\n      <td>[]</td>\n      <td>100004</td>\n      <td>False</td>\n    </tr>\n    <tr>\n      <th>17</th>\n      <td>17</td>\n      <td>8p1Blz4AzauNw-C1mygD56PeuS32XYMJ6KgP-wibMjIJOx...</td>\n      <td>https://img.bosszhipin.com/beijin/upload/tmp/2...</td>\n      <td>3</td>\n      <td>17e5e296afeb3ee11nR63dy5E1NS</td>\n      <td>赵女士</td>\n      <td>行政人事部经理</td>\n      <td>0</td>\n      <td>False</td>\n      <td>029a1be24e799ddd1HZ-3dy4FVVX</td>\n      <td>...</td>\n      <td>1701415057000</td>\n      <td>099e120affe6bbce1HNz3Ny9GA~~</td>\n      <td>漪珊服饰</td>\n      <td>https://img.bosszhipin.com/beijin/mcs/chatphot...</td>\n      <td>未融资</td>\n      <td>服装/纺织/皮革</td>\n      <td>100-499人</td>\n      <td>['五险一金']</td>\n      <td>101003</td>\n      <td>False</td>\n    </tr>\n    <tr>\n      <th>18</th>\n      <td>18</td>\n      <td>isLcyRnQ2SLao-v1zxE-E30xDVzxWEKu2TDC1-5uzGe51b...</td>\n      <td>https://img.bosszhipin.com/beijin/upload/avata...</td>\n      <td>3</td>\n      <td>88ac2144be676d140nF42N-5FlFR</td>\n      <td>沈女士</td>\n      <td>猎头顾问</td>\n      <td>1</td>\n      <td>True</td>\n      <td>71fca2f6f5a4b32b1XN_09--GFJQ</td>\n      <td>...</td>\n      <td>1696758522000</td>\n      <td>1a8f9075255775e11nd92tw~</td>\n      <td>某大型互联网公司</td>\n      <td>https://img.bosszhipin.com/beijin/app/mobile/n...</td>\n      <td>C轮</td>\n      <td>互联网</td>\n      <td>100-499人</td>\n      <td>['五险一金', '包吃', '定期体检', '补充医疗保险', '带薪年假', '补充医疗...</td>\n      <td>100020</td>\n      <td>False</td>\n    </tr>\n    <tr>\n      <th>19</th>\n      <td>19</td>\n      <td>oyHI81-WEWjnP-U1EKm50i93OcjqfqajMtLo_EteED-bNy...</td>\n      <td>https://img.bosszhipin.com/beijin/upload/avata...</td>\n      <td>3</td>\n      <td>411e83478e5c9f170HN72du9GFs~</td>\n      <td>孙女士</td>\n      <td>HR</td>\n      <td>0</td>\n      <td>True</td>\n      <td>4a6af04fac61dcc01HRy3dm1ElZX</td>\n      <td>...</td>\n      <td>1701256474000</td>\n      <td>6cd250243c0c51681nRz3dw~</td>\n      <td>Keep</td>\n      <td>https://img.bosszhipin.com/beijin/upload/com/l...</td>\n      <td>D轮及以上</td>\n      <td>互联网</td>\n      <td>1000-9999人</td>\n      <td>['年终奖', '补充医疗保险', '带薪年假', '股票期权', '定期体检', '节日福...</td>\n      <td>100020</td>\n      <td>False</td>\n    </tr>\n    <tr>\n      <th>20</th>\n      <td>20</td>\n      <td>JHeB8nYJGZHvW-q1VoaNUHNTgbnIeAMWkHa7WXrG20c9mi...</td>\n      <td>https://img.bosszhipin.com/beijin/upload/avata...</td>\n      <td>3</td>\n      <td>bcee10ddbafa823e1Hx73Nq_F1Q~</td>\n      <td>徐女士</td>\n      <td>人事经理</td>\n      <td>0</td>\n      <td>True</td>\n      <td>5d006abbdf856a051HV-0tq0GFFS</td>\n      <td>...</td>\n      <td>1698819679000</td>\n      <td>b8082117f2c3535d0Hd53NW6Ew~~</td>\n      <td>和势营销</td>\n      <td>https://img.bosszhipin.com/beijin/mcs/chatphot...</td>\n      <td>未融资</td>\n      <td>广告营销</td>\n      <td>20-99人</td>\n      <td>['员工旅游', '定期体检', '年终奖', '五险一金', '团建聚餐', '带薪年假'...</td>\n      <td>100004</td>\n      <td>False</td>\n    </tr>\n    <tr>\n      <th>21</th>\n      <td>21</td>\n      <td>YDbMQG-AddkCJ-A1wyxs0FwprjbvcBW9ZLxicEiDBmGnbE...</td>\n      <td>https://img.bosszhipin.com/beijin/upload/avata...</td>\n      <td>3</td>\n      <td>b497bb9f9bf4813a1nN73di5</td>\n      <td>耿女士</td>\n      <td>人力资源总监</td>\n      <td>0</td>\n      <td>True</td>\n      <td>f40734c09fc66ea51HZ-39u0FVpY</td>\n      <td>...</td>\n      <td>1701342867000</td>\n      <td>ea26e548190feb851XRy39m-F1Y~</td>\n      <td>很欧可</td>\n      <td>https://img.bosszhipin.com/beijin/upload/com/w...</td>\n      <td>未融资</td>\n      <td>广告/公关/会展</td>\n      <td>100-499人</td>\n      <td>['员工旅游', '带薪年假', '年终奖', '定期体检', '五险一金']</td>\n      <td>100101</td>\n      <td>False</td>\n    </tr>\n    <tr>\n      <th>22</th>\n      <td>22</td>\n      <td>v9rKAve23BpiA-X17PGYVqM3kC4bKrfbwcxx5EtZrCq6Dp...</td>\n      <td>https://img.bosszhipin.com/boss/avatar/avatar_...</td>\n      <td>3</td>\n      <td>3695cb3d37958d3c1HRy2d20EFE~</td>\n      <td>柳先生</td>\n      <td>HR</td>\n      <td>0</td>\n      <td>True</td>\n      <td>e5e95223d09696b61HV_3N2-ElNX</td>\n      <td>...</td>\n      <td>1701227762000</td>\n      <td>7724eff9a060a1d91XR60969FVY~</td>\n      <td>德吉</td>\n      <td>https://c-res.zhipin.com/jrs/c213b3119d21fa1e6...</td>\n      <td>不需要融资</td>\n      <td>广告/公关/会展</td>\n      <td>20-99人</td>\n      <td>['五险一金', '定期体检', '年终奖', '带薪年假', '员工旅游', '节日福利']</td>\n      <td>100101</td>\n      <td>False</td>\n    </tr>\n    <tr>\n      <th>23</th>\n      <td>23</td>\n      <td>GKX9FyIXWkdtH-M1fP3J9DJBjMlIdhY4Da3uyL3I5LNCjN...</td>\n      <td>https://img.bosszhipin.com/beijin/upload/avata...</td>\n      <td>3</td>\n      <td>8bf9b47cdd56ba421nR80ty6EFpX</td>\n      <td>王女士</td>\n      <td>人事经理</td>\n      <td>0</td>\n      <td>True</td>\n      <td>b116a58dcce43cc51HZ-2t6_EFtU</td>\n      <td>...</td>\n      <td>1701230271000</td>\n      <td>df4e816ebe5ac87c1Xd52ti8F1U~</td>\n      <td>奈思德</td>\n      <td>https://img.bosszhipin.com/beijin/upload/com/l...</td>\n      <td>不需要融资</td>\n      <td>广告/公关/会展</td>\n      <td>20-99人</td>\n      <td>['定期体检', '员工旅游', '带薪年假']</td>\n      <td>100101</td>\n      <td>False</td>\n    </tr>\n    <tr>\n      <th>24</th>\n      <td>24</td>\n      <td>wjXU9CaL0bRLc-R1y3XFDV-GTR7xGaCMUMimNvUdQJninV...</td>\n      <td>https://img.bosszhipin.com/beijin/upload/avata...</td>\n      <td>3</td>\n      <td>9790d73345e2970c1nR73Nq1E1tT</td>\n      <td>周女士</td>\n      <td>HRBP</td>\n      <td>0</td>\n      <td>False</td>\n      <td>f7dfcfe15a5a7f2a1XFz0tS_FlNY</td>\n      <td>...</td>\n      <td>1698205679000</td>\n      <td>05f4f93d50d5dff433d-09--</td>\n      <td>和智传信</td>\n      <td>https://img.bosszhipin.com/beijin/mcs/chatphot...</td>\n      <td>不需要融资</td>\n      <td>广告/公关/会展</td>\n      <td>100-499人</td>\n      <td>['员工旅游', '通讯补贴', '五险一金', '餐补', '零食下午茶', '加班补助'...</td>\n      <td>100101</td>\n      <td>False</td>\n    </tr>\n    <tr>\n      <th>25</th>\n      <td>25</td>\n      <td>HxtVvh1vaqAdg-p1XH2XNTgwVL8y4kG_fYTZW0d7CpgpS5...</td>\n      <td>https://img.bosszhipin.com/boss/avatar/avatar_...</td>\n      <td>3</td>\n      <td>a88d6708b0e58e050nxy3di_FVVV</td>\n      <td>杨庆钊</td>\n      <td>招聘者</td>\n      <td>0</td>\n      <td>True</td>\n      <td>4cde00fcce805fbd1Xx739S8FVFX</td>\n      <td>...</td>\n      <td>1687565520000</td>\n      <td>76cb989b0e5bb43e0nR43tW6EQ~~</td>\n      <td>有时文创</td>\n      <td>https://img.bosszhipin.com/beijin/mcs/chatphot...</td>\n      <td>未融资</td>\n      <td>广告/公关/会展</td>\n      <td>20-99人</td>\n      <td>['有无线网', '员工旅游', '全勤奖', '五险一金', '年终奖', '团建聚餐',...</td>\n      <td>100101</td>\n      <td>False</td>\n    </tr>\n    <tr>\n      <th>26</th>\n      <td>26</td>\n      <td>klyu5e9YjmSQQ-f1Z4xrd5CMHCaPHUDwfCPU2Ii2gUEZAQ...</td>\n      <td>https://img.bosszhipin.com/beijin/upload/avata...</td>\n      <td>3</td>\n      <td>e9b3b9e7836527fa0Xd429i0FA~~</td>\n      <td>杨女士</td>\n      <td>招聘经理</td>\n      <td>0</td>\n      <td>True</td>\n      <td>0dc841c2f501b1131XZ-3d-8GFBU</td>\n      <td>...</td>\n      <td>1701067708000</td>\n      <td>7f12446c64e758bc1nd52tW0FA~~</td>\n      <td>凌亚世纪</td>\n      <td>https://img.bosszhipin.com/beijin/mcs/chatphot...</td>\n      <td>不需要融资</td>\n      <td>媒体</td>\n      <td>20-99人</td>\n      <td>['节日福利', '员工旅游', '补充医疗保险', '节日福利', '定期体检', '带薪...</td>\n      <td>100003</td>\n      <td>False</td>\n    </tr>\n    <tr>\n      <th>27</th>\n      <td>27</td>\n      <td>xS_86ubMTwOBm-P1abQcSLrYdNGZfdek3-EpzQEODGaV72...</td>\n      <td>https://img.bosszhipin.com/beijin/upload/avata...</td>\n      <td>3</td>\n      <td>a9a9fb7b127a11630nR43d6-FVpX</td>\n      <td>赵女士</td>\n      <td>人事区域经理</td>\n      <td>0</td>\n      <td>True</td>\n      <td>074db08d580402dd1HZ53dq4FFFY</td>\n      <td>...</td>\n      <td>1701228664000</td>\n      <td>6c8fc7921c2e44b93nR72dy4FA~~</td>\n      <td>厚德财通</td>\n      <td>https://img.bosszhipin.com/beijin/upload/com/w...</td>\n      <td>未融资</td>\n      <td>计算机软件</td>\n      <td>100-499人</td>\n      <td>['年终奖', '带薪年假', '节日福利', '五险一金', '绩效奖金']</td>\n      <td>100021</td>\n      <td>False</td>\n    </tr>\n    <tr>\n      <th>28</th>\n      <td>28</td>\n      <td>Kg0Js5QeuKW5A-h1Sac4LOJc4wAPD_j-appprj_Gvq3w9h...</td>\n      <td>https://img.bosszhipin.com/beijin/mcs/useravat...</td>\n      <td>3</td>\n      <td>6778212df6075f4d1Xx43t60GFA~</td>\n      <td>马先生</td>\n      <td>总经理</td>\n      <td>0</td>\n      <td>True</td>\n      <td>8fb559ff7834087f1nFy2t64GFc~</td>\n      <td>...</td>\n      <td>1688794034000</td>\n      <td>5dfb337064dcad310nRy0ty1</td>\n      <td>盖德英语</td>\n      <td>https://img.bosszhipin.com/beijin/mcs/chatphot...</td>\n      <td>不需要融资</td>\n      <td>培训机构</td>\n      <td>20-99人</td>\n      <td>['股票期权', '节日福利', '带薪年假', '全勤奖', '零食下午茶', '加班补助...</td>\n      <td>100303</td>\n      <td>False</td>\n    </tr>\n    <tr>\n      <th>29</th>\n      <td>29</td>\n      <td>wECygG4o9vrvf-31Xc0xdLTqnerBsN_PAZJWaDYhrbv8-8...</td>\n      <td>https://img.bosszhipin.com/beijin/upload/avata...</td>\n      <td>3</td>\n      <td>7cdcd2ee26da81f90H142Ny6GVc~</td>\n      <td>赵女士</td>\n      <td>人事</td>\n      <td>0</td>\n      <td>True</td>\n      <td>6822aaaf667dedf41X1_29m-GFdR</td>\n      <td>...</td>\n      <td>1699411819000</td>\n      <td>7deec8f665c42e690XZz29-4EA~~</td>\n      <td>中科盛东</td>\n      <td>https://img.bosszhipin.com/beijin/upload/com/w...</td>\n      <td>未融资</td>\n      <td>广告营销</td>\n      <td>20-99人</td>\n      <td>[]</td>\n      <td>100004</td>\n      <td>False</td>\n    </tr>\n  </tbody>\n</table>\n<p>30 rows × 47 columns</p>\n</div>"
     },
     "execution_count": 27,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "read_boss = pd.read_excel('boss直聘-测试.xlsx')\n",
    "read_boss"
   ],
   "metadata": {
    "collapsed": false
   }
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "outputs": [],
   "source": [
    "df_boss_zp = read_boss[['jobName','jobLabels','salaryDesc','welfareList','jobDegree','cityName','areaDistrict','brandName','brandIndustry','brandScaleName','skills','lid','securityId','encryptJobId']]"
   ],
   "metadata": {
    "collapsed": false
   }
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "outputs": [
    {
     "data": {
      "text/plain": "                 jobName              jobLabels  salaryDesc  \\\n0   广告策划（实习生、应届生、有经验者均可）         ['经验不限', '本科']       6-11K   \n1                 广告策划助理  ['5天/周', '3个月', '本科']  230-280元/天   \n2                广告策划-快消         ['3-5年', '本科']  25-50K·16薪   \n3               游戏广告创意策划         ['经验不限', '本科']      15-30K   \n4                   广告策划         ['1-3年', '本科']      15-25K   \n5             B站广告策划（食饮）         ['3-5年', '本科']  15-30K·15薪   \n6         广告创意策划【可接受应届生】         ['经验不限', '本科']      10-14K   \n7            广告策划-豪华汽车方向         ['3-5年', '本科']  15-30K·15薪   \n8          商业广告策划 J68417         ['1-3年', '本科']  15-30K·16薪   \n9                 广告创意策划         ['1年以内', '本科']      11-20K   \n10                广告创意策划       ['经验不限', '学历不限']      13-20K   \n11        品牌广告策划(J10606)         ['1-3年', '本科']  15-30K·14薪   \n12                广告创意策划       ['3-5年', '学历不限']      10-15K   \n13                广告策划专员         ['1-3年', '本科']      12-20K   \n14          营销策划岗位（亚太区域）       ['经验不限', '学历不限']  30-50K·15薪   \n15               广告策划实习生  ['4天/周', '3个月', '本科']  100-110元/天   \n16                广告策划文案         ['1-3年', '本科']        5-8K   \n17               短视频广告策划         ['1-3年', '本科']       8-12K   \n18                资深广告策划         ['3-5年', '大专']      25-35K   \n19          广告策划(J11312)        ['5-10年', '本科']  20-30K·14薪   \n20                广告创意策划         ['3-5年', '本科']  15-20K·13薪   \n21          广告创意策划（策划总监）         ['3-5年', '本科']      15-25K   \n22                广告策划专员         ['1-3年', '本科']   7-12K·13薪   \n23           （实习岗）广告创意文案  ['4天/周', '3个月', '大专']  150-300元/天   \n24                广告创意策划         ['3-5年', '本科']  11-18K·13薪   \n25                  广告策划         ['经验不限', '本科']   7-10K·13薪   \n26                广告创意策划         ['1-3年', '本科']  12-18K·13薪   \n27           短视频制作广告宣传编导         ['经验不限', '本科']  10-15K·13薪   \n28                  广告策划       ['经验不限', '学历不限']       6-12K   \n29                广告渠道经理         ['3-5年', '大专']      13-25K   \n\n                                          welfareList jobDegree cityName  \\\n0                                      ['餐补', '五险一金']        本科       北京   \n1   ['节日福利', '补充医疗保险', '五险一金', '带薪年假', '员工旅游', '定期...        本科       北京   \n2   ['五险一金', '加班补助', '带薪年假', '餐补', '年终奖', '定期体检', ...        本科       北京   \n3   ['零食下午茶', '定期体检', '交通补助', '股票期权', '员工旅游', '加班补...        本科       北京   \n4   ['全勤奖', '加班补助', '节日福利', '年终奖', '员工旅游', '餐补', '...        本科       北京   \n5   ['全勤奖', '年终奖', '补充医疗保险', '定期体检', '五险一金', '带薪年假...        本科       北京   \n6   ['节日福利', '定期体检', '补充医疗保险', '股票期权', '年终奖', '五险一...        本科       北京   \n7   ['年终奖', '零食下午茶', '年度体检', '定期体检', '弹性工作制', '家属自...        本科       北京   \n8   ['五险一金', '免费班车', '年终奖', '零食下午茶', '带薪年假', '节日福利...        本科       北京   \n9   ['零食下午茶', '节日福利', '生日福利', '餐补', '带薪年假', '年终奖',...        本科       北京   \n10                                                 []      学历不限       北京   \n11  ['年终奖', '节日福利', '零食下午茶', '带薪年假', '餐补', '定期体检',...        本科       北京   \n12                           ['股票期权', '节日福利', '五险一金']      学历不限       北京   \n13  ['羽毛球', '股票期权', '节日福利', '底薪加提成', '带薪年假', '员工旅游...        本科       北京   \n14  ['节日福利', '年终奖', '股票期权', '带薪年假', '加班补助', '交通补助'...      学历不限       北京   \n15  ['通讯补贴', '节日福利', '生日福利', '定期体检', '年终奖', '餐补', ...        本科       北京   \n16                                                 []        本科       北京   \n17                                           ['五险一金']        本科       北京   \n18  ['五险一金', '包吃', '定期体检', '补充医疗保险', '带薪年假', '补充医疗...        大专       北京   \n19  ['年终奖', '补充医疗保险', '带薪年假', '股票期权', '定期体检', '节日福...        本科       北京   \n20  ['员工旅游', '定期体检', '年终奖', '五险一金', '团建聚餐', '带薪年假'...        本科       北京   \n21            ['员工旅游', '带薪年假', '年终奖', '定期体检', '五险一金']        本科       北京   \n22    ['五险一金', '定期体检', '年终奖', '带薪年假', '员工旅游', '节日福利']        本科       北京   \n23                           ['定期体检', '员工旅游', '带薪年假']        大专       北京   \n24  ['员工旅游', '通讯补贴', '五险一金', '餐补', '零食下午茶', '加班补助'...        本科       北京   \n25  ['有无线网', '员工旅游', '全勤奖', '五险一金', '年终奖', '团建聚餐',...        本科       北京   \n26  ['节日福利', '员工旅游', '补充医疗保险', '节日福利', '定期体检', '带薪...        本科       北京   \n27            ['年终奖', '带薪年假', '节日福利', '五险一金', '绩效奖金']        本科       北京   \n28  ['股票期权', '节日福利', '带薪年假', '全勤奖', '零食下午茶', '加班补助...      学历不限       北京   \n29                                                 []        大专       北京   \n\n   areaDistrict brandName brandIndustry brandScaleName  \\\n0           朝阳区       安思一           互联网         20-99人   \n1           朝阳区     有范儿科技          广告营销       100-499人   \n2           朝阳区       小红书          电子商务     1000-9999人   \n3           NaN      点点互动            游戏     1000-9999人   \n4           东城区      观塘尚然      广告/公关/会展         20-99人   \n5           朝阳区   哔哩哔哩-B站           互联网     1000-9999人   \n6           朝阳区      爱的番茄            游戏       500-999人   \n7           朝阳区    北京字节跳动         移动互联网       10000人以上   \n8           海淀区        百度           互联网       10000人以上   \n9           海淀区       众成就      广告/公关/会展       100-499人   \n10          朝阳区        火神      广告/公关/会展          0-20人   \n11          朝阳区        微店           互联网     1000-9999人   \n12          朝阳区  北京光宇通达广告      广告/公关/会展         20-99人   \n13          朝阳区  北京掌上乐游科技         移动互联网         20-99人   \n14          朝阳区   FunPlus            游戏     1000-9999人   \n15          朝阳区      万达传媒          广告营销       100-499人   \n16          朝阳区        中广          广告营销         20-99人   \n17          朝阳区      漪珊服饰      服装/纺织/皮革       100-499人   \n18          NaN  某大型互联网公司           互联网       100-499人   \n19          朝阳区      Keep           互联网     1000-9999人   \n20          朝阳区      和势营销          广告营销         20-99人   \n21          朝阳区       很欧可      广告/公关/会展       100-499人   \n22          朝阳区        德吉      广告/公关/会展         20-99人   \n23          朝阳区       奈思德      广告/公关/会展         20-99人   \n24          朝阳区      和智传信      广告/公关/会展       100-499人   \n25          海淀区      有时文创      广告/公关/会展         20-99人   \n26          东城区      凌亚世纪            媒体         20-99人   \n27          东城区      厚德财通         计算机软件       100-499人   \n28          海淀区      盖德英语          培训机构         20-99人   \n29          房山区      中科盛东          广告营销         20-99人   \n\n                                               skills                    lid  \\\n0               ['微博/微信广告', '广告策划', '产品广告语', '音视频脚本']   6h3r5eM2hoA.search.1   \n1                           ['信息流广告', '品牌广告', 'ae执行']   6h3r5eM2hoA.search.2   \n2   ['有策划经验', '策划经理经验', '4A广告公司经验', '广告策划', '平台方or...   6h3r5eM2hoA.search.3   \n3                                            ['游戏广告']   6h3r5eM2hoA.search.4   \n4                                            ['乙方经验']   6h3r5eM2hoA.search.5   \n5                                            ['电商广告']   6h3r5eM2hoA.search.6   \n6                       ['信息流广告', '女性向游戏', '模拟经营类游戏']   6h3r5eM2hoA.search.7   \n7                              ['企业内部职位', '线上', '线下']   6h3r5eM2hoA.search.8   \n8                   ['有策划经验', '品牌营销', '整合营销', '商业策划']   6h3r5eM2hoA.search.9   \n9                                ['图文广告', '4A广告公司经验']  6h3r5eM2hoA.search.10   \n10  ['电商广告', '视频/直播广告', '4A广告公司经验', '整合营销策略', '创意物...  6h3r5eM2hoA.search.11   \n11                      ['创意提案', '品牌策划与推广', '行业分析报告']  6h3r5eM2hoA.search.12   \n12       ['汽车广告创意', '乙方经验', '视听广告', '媒体广告', '汽车宣传活动']  6h3r5eM2hoA.search.13   \n13                                           ['图文广告']  6h3r5eM2hoA.search.14   \n14                               ['文娱/游戏', '营销策划及执行']  6h3r5eM2hoA.search.15   \n15                                           ['户外广告']  6h3r5eM2hoA.search.16   \n16                             ['广告创意', '公关', '活动策划']  6h3r5eM2hoA.search.17   \n17                                        ['企业/自有品牌']  6h3r5eM2hoA.search.18   \n18                                ['有策划经验', '广告传媒专业']  6h3r5eM2hoA.search.19   \n19  ['线上', '线下', '有策划经验', '4A广告公司经验', '企业内部职位', '通...  6h3r5eM2hoA.search.20   \n20                          ['创意热店', '互联网客户', '创意文案']  6h3r5eM2hoA.search.21   \n21                   ['4A广告公司经验', '广告传媒专业', '策划经理经验']  6h3r5eM2hoA.search.22   \n22  ['广告文案', '品牌策划', '公关媒介代理商/服务商', '4A广告公司经验', '整...  6h3r5eM2hoA.search.23   \n23  ['公司内部职位', '视频/直播广告', '音频广告', '图文广告', '广告策划', ...  6h3r5eM2hoA.search.24   \n24  ['广告片', '影视策划', '短视频', '视频策划', '文案', '广告媒介代理商/...  6h3r5eM2hoA.search.25   \n25                                       ['4A广告公司经验']  6h3r5eM2hoA.search.26   \n26  ['品牌策划', '品牌全案', '乙方经验', '内容营销', '电商广告', '4A广告...  6h3r5eM2hoA.search.27   \n27  ['财经', '短视频平台', '抖音/快手平台', '微信渠道', '视频', '图文',...  6h3r5eM2hoA.search.28   \n28                             ['市场策划', '广告策划', '媒介']  6h3r5eM2hoA.search.29   \n29                  ['个人客户开发', '渠道关系维护', '具有互联网从业经验']  6h3r5eM2hoA.search.30   \n\n                                           securityId  \\\n0   3qsJFh-EfCDVZ-O1FwHF6CgiZSmJ5VnY4c77CFJc4913sp...   \n1   T2BuiC3HIXwLa-A1oX79gxEdeOP7RlDJL7G9iNj54hD3G9...   \n2   svnQCWO20Xbxv-u16uuTpJab0Zav_AzYqZCfE4f-1ZNMQm...   \n3   5HFzjewox7k90-G1C1XMX5TH6b_FFoNK8Z-YZzMALeadG_...   \n4   xcygccKJO4vmE-31rgveutlo-FTMTAPCCr3_cJQzJVBGT5...   \n5   Q6k0obuXVjej_-K1QNax25xEkwtUdVhfX7us62-U4URheQ...   \n6   f6nj5jU5IY6No-11Rcch3C3q08KozCrwjnLcr5Ii0_oZr5...   \n7   dqtb7WuK0xFhe-d1ExCfqeuBdhJLXPC0l1I2XSMmk5QTJU...   \n8   2l5pn4nHPDrNS-518v0z7iHETjhMca_hUjj09cio7xZ9UJ...   \n9   a5p0C84PBFQVK-T1ZjM7aaaMYfsACM2zi1IYyLhBmRFCQc...   \n10  ZRKbicdo0l991-D1yI_5Bd0cWKjsux7oZUNeZDla4GU2pe...   \n11  jorBkt2zeGjeQ-x1hbAFZlD3UeowB3V5wEqtf0DTuOoYGE...   \n12  Ur9jxOpJsIOEL-E1JPZ32RFrbcKt7t5ypsay6ReHbreVDw...   \n13  TTwMnxxS41HlC-91PsdLg2AjAgibZsIHZ1-V3DXuFXY_5x...   \n14  2Aeq3Pqif3rs2-W1aEbGJUkzamYN9iL41ndiz8SD0BS2k6...   \n15  Y5w6n0AGGYjMH-r133croF2OiWXMFDjdv5oEzntl0Ov2gx...   \n16  y7mu24vu_lcS9-81MIMQ6s-zx1QReDZ_AP8qZzUpFAgURq...   \n17  8p1Blz4AzauNw-C1mygD56PeuS32XYMJ6KgP-wibMjIJOx...   \n18  isLcyRnQ2SLao-v1zxE-E30xDVzxWEKu2TDC1-5uzGe51b...   \n19  oyHI81-WEWjnP-U1EKm50i93OcjqfqajMtLo_EteED-bNy...   \n20  JHeB8nYJGZHvW-q1VoaNUHNTgbnIeAMWkHa7WXrG20c9mi...   \n21  YDbMQG-AddkCJ-A1wyxs0FwprjbvcBW9ZLxicEiDBmGnbE...   \n22  v9rKAve23BpiA-X17PGYVqM3kC4bKrfbwcxx5EtZrCq6Dp...   \n23  GKX9FyIXWkdtH-M1fP3J9DJBjMlIdhY4Da3uyL3I5LNCjN...   \n24  wjXU9CaL0bRLc-R1y3XFDV-GTR7xGaCMUMimNvUdQJninV...   \n25  HxtVvh1vaqAdg-p1XH2XNTgwVL8y4kG_fYTZW0d7CpgpS5...   \n26  klyu5e9YjmSQQ-f1Z4xrd5CMHCaPHUDwfCPU2Ii2gUEZAQ...   \n27  xS_86ubMTwOBm-P1abQcSLrYdNGZfdek3-EpzQEODGaV72...   \n28  Kg0Js5QeuKW5A-h1Sac4LOJc4wAPD_j-appprj_Gvq3w9h...   \n29  wECygG4o9vrvf-31Xc0xdLTqnerBsN_PAZJWaDYhrbv8-8...   \n\n                    encryptJobId  \n0   27a454904eafd2c51HVy3968FFFX  \n1   9316b44e56a7fc4b1HZ70926F1NT  \n2   3b446c17288155c01HZ70tu5FVdV  \n3   dd17d8619590c0c41nF50t69ElFQ  \n4   c95d2ab285bf1c011n182Nu6EldW  \n5   19d9d8306a6c1a881HZ53Ny7FldR  \n6   712676609c15107e1HZ52N-1EVRX  \n7   9009bb78043a5c0f1HZ53926FlZV  \n8   613d948500bf93e41HZ-2Ny5FlBU  \n9   ffb3d53992bb25a91HVy2Nm1FVpZ  \n10  2ee34204faa95b831HV_2t66ElVV  \n11  8cc3874daacd48731HZ-29S4GVdR  \n12  c60ac104b26eea3d1XF43du1EFpX  \n13  fc1751caab9480bb1HZ-2tW4EFtU  \n14  94eb106e6d0be7981HZ409W0FlVT  \n15  27b220e8c1d223741HR52Nq5FlNX  \n16  9eba920be9e5e2b21HJ629i9FlU~  \n17  029a1be24e799ddd1HZ-3dy4FVVX  \n18  71fca2f6f5a4b32b1XN_09--GFJQ  \n19  4a6af04fac61dcc01HRy3dm1ElZX  \n20  5d006abbdf856a051HV-0tq0GFFS  \n21  f40734c09fc66ea51HZ-39u0FVpY  \n22  e5e95223d09696b61HV_3N2-ElNX  \n23  b116a58dcce43cc51HZ-2t6_EFtU  \n24  f7dfcfe15a5a7f2a1XFz0tS_FlNY  \n25  4cde00fcce805fbd1Xx739S8FVFX  \n26  0dc841c2f501b1131XZ-3d-8GFBU  \n27  074db08d580402dd1HZ53dq4FFFY  \n28  8fb559ff7834087f1nFy2t64GFc~  \n29  6822aaaf667dedf41X1_29m-GFdR  ",
      "text/html": "<div>\n<style scoped>\n    .dataframe tbody tr th:only-of-type {\n        vertical-align: middle;\n    }\n\n    .dataframe tbody tr th {\n        vertical-align: top;\n    }\n\n    .dataframe thead th {\n        text-align: right;\n    }\n</style>\n<table border=\"1\" class=\"dataframe\">\n  <thead>\n    <tr style=\"text-align: right;\">\n      <th></th>\n      <th>jobName</th>\n      <th>jobLabels</th>\n      <th>salaryDesc</th>\n      <th>welfareList</th>\n      <th>jobDegree</th>\n      <th>cityName</th>\n      <th>areaDistrict</th>\n      <th>brandName</th>\n      <th>brandIndustry</th>\n      <th>brandScaleName</th>\n      <th>skills</th>\n      <th>lid</th>\n      <th>securityId</th>\n      <th>encryptJobId</th>\n    </tr>\n  </thead>\n  <tbody>\n    <tr>\n      <th>0</th>\n      <td>广告策划（实习生、应届生、有经验者均可）</td>\n      <td>['经验不限', '本科']</td>\n      <td>6-11K</td>\n      <td>['餐补', '五险一金']</td>\n      <td>本科</td>\n      <td>北京</td>\n      <td>朝阳区</td>\n      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 <td>东城区</td>\n      <td>观塘尚然</td>\n      <td>广告/公关/会展</td>\n      <td>20-99人</td>\n      <td>['乙方经验']</td>\n      <td>6h3r5eM2hoA.search.5</td>\n      <td>xcygccKJO4vmE-31rgveutlo-FTMTAPCCr3_cJQzJVBGT5...</td>\n      <td>c95d2ab285bf1c011n182Nu6EldW</td>\n    </tr>\n    <tr>\n      <th>5</th>\n      <td>B站广告策划（食饮）</td>\n      <td>['3-5年', '本科']</td>\n      <td>15-30K·15薪</td>\n      <td>['全勤奖', '年终奖', '补充医疗保险', '定期体检', '五险一金', '带薪年假...</td>\n      <td>本科</td>\n      <td>北京</td>\n      <td>朝阳区</td>\n      <td>哔哩哔哩-B站</td>\n      <td>互联网</td>\n      <td>1000-9999人</td>\n      <td>['电商广告']</td>\n      <td>6h3r5eM2hoA.search.6</td>\n      <td>Q6k0obuXVjej_-K1QNax25xEkwtUdVhfX7us62-U4URheQ...</td>\n      <td>19d9d8306a6c1a881HZ53Ny7FldR</td>\n    </tr>\n    <tr>\n      <th>6</th>\n      <td>广告创意策划【可接受应届生】</td>\n      <td>['经验不限', '本科']</td>\n      <td>10-14K</td>\n      <td>['节日福利', '定期体检', '补充医疗保险', '股票期权', '年终奖', '五险一...</td>\n      <td>本科</td>\n      <td>北京</td>\n      <td>朝阳区</td>\n      <td>爱的番茄</td>\n      <td>游戏</td>\n      <td>500-999人</td>\n      <td>['信息流广告', '女性向游戏', '模拟经营类游戏']</td>\n      <td>6h3r5eM2hoA.search.7</td>\n      <td>f6nj5jU5IY6No-11Rcch3C3q08KozCrwjnLcr5Ii0_oZr5...</td>\n      <td>712676609c15107e1HZ52N-1EVRX</td>\n    </tr>\n    <tr>\n      <th>7</th>\n      <td>广告策划-豪华汽车方向</td>\n      <td>['3-5年', '本科']</td>\n      <td>15-30K·15薪</td>\n      <td>['年终奖', '零食下午茶', '年度体检', '定期体检', '弹性工作制', '家属自...</td>\n      <td>本科</td>\n      <td>北京</td>\n      <td>朝阳区</td>\n      <td>北京字节跳动</td>\n      <td>移动互联网</td>\n      <td>10000人以上</td>\n      <td>['企业内部职位', '线上', '线下']</td>\n      <td>6h3r5eM2hoA.search.8</td>\n      <td>dqtb7WuK0xFhe-d1ExCfqeuBdhJLXPC0l1I2XSMmk5QTJU...</td>\n      <td>9009bb78043a5c0f1HZ53926FlZV</td>\n    </tr>\n    <tr>\n      <th>8</th>\n      <td>商业广告策划 J68417</td>\n      <td>['1-3年', '本科']</td>\n      <td>15-30K·16薪</td>\n      <td>['五险一金', '免费班车', '年终奖', '零食下午茶', '带薪年假', '节日福利...</td>\n      <td>本科</td>\n      <td>北京</td>\n      <td>海淀区</td>\n      <td>百度</td>\n      <td>互联网</td>\n      <td>10000人以上</td>\n      <td>['有策划经验', '品牌营销', '整合营销', '商业策划']</td>\n      <td>6h3r5eM2hoA.search.9</td>\n      <td>2l5pn4nHPDrNS-518v0z7iHETjhMca_hUjj09cio7xZ9UJ...</td>\n      <td>613d948500bf93e41HZ-2Ny5FlBU</td>\n    </tr>\n    <tr>\n      <th>9</th>\n      <td>广告创意策划</td>\n      <td>['1年以内', '本科']</td>\n      <td>11-20K</td>\n      <td>['零食下午茶', '节日福利', '生日福利', '餐补', '带薪年假', '年终奖',...</td>\n      <td>本科</td>\n      <td>北京</td>\n      <td>海淀区</td>\n      <td>众成就</td>\n      <td>广告/公关/会展</td>\n      <td>100-499人</td>\n      <td>['图文广告', '4A广告公司经验']</td>\n      <td>6h3r5eM2hoA.search.10</td>\n      <td>a5p0C84PBFQVK-T1ZjM7aaaMYfsACM2zi1IYyLhBmRFCQc...</td>\n      <td>ffb3d53992bb25a91HVy2Nm1FVpZ</td>\n    </tr>\n    <tr>\n      <th>10</th>\n      <td>广告创意策划</td>\n      <td>['经验不限', '学历不限']</td>\n      <td>13-20K</td>\n      <td>[]</td>\n      <td>学历不限</td>\n      <td>北京</td>\n      <td>朝阳区</td>\n      <td>火神</td>\n      <td>广告/公关/会展</td>\n      <td>0-20人</td>\n      <td>['电商广告', '视频/直播广告', '4A广告公司经验', '整合营销策略', '创意物...</td>\n      <td>6h3r5eM2hoA.search.11</td>\n      <td>ZRKbicdo0l991-D1yI_5Bd0cWKjsux7oZUNeZDla4GU2pe...</td>\n      <td>2ee34204faa95b831HV_2t66ElVV</td>\n    </tr>\n    <tr>\n      <th>11</th>\n      <td>品牌广告策划(J10606)</td>\n      <td>['1-3年', '本科']</td>\n      <td>15-30K·14薪</td>\n      <td>['年终奖', '节日福利', '零食下午茶', '带薪年假', '餐补', '定期体检',...</td>\n      <td>本科</td>\n      <td>北京</td>\n      <td>朝阳区</td>\n      <td>微店</td>\n      <td>互联网</td>\n      <td>1000-9999人</td>\n      <td>['创意提案', '品牌策划与推广', '行业分析报告']</td>\n      <td>6h3r5eM2hoA.search.12</td>\n      <td>jorBkt2zeGjeQ-x1hbAFZlD3UeowB3V5wEqtf0DTuOoYGE...</td>\n      <td>8cc3874daacd48731HZ-29S4GVdR</td>\n    </tr>\n    <tr>\n      <th>12</th>\n      <td>广告创意策划</td>\n      <td>['3-5年', '学历不限']</td>\n      <td>10-15K</td>\n      <td>['股票期权', '节日福利', '五险一金']</td>\n      <td>学历不限</td>\n      <td>北京</td>\n      <td>朝阳区</td>\n      <td>北京光宇通达广告</td>\n      <td>广告/公关/会展</td>\n      <td>20-99人</td>\n      <td>['汽车广告创意', '乙方经验', '视听广告', '媒体广告', '汽车宣传活动']</td>\n      <td>6h3r5eM2hoA.search.13</td>\n      <td>Ur9jxOpJsIOEL-E1JPZ32RFrbcKt7t5ypsay6ReHbreVDw...</td>\n      <td>c60ac104b26eea3d1XF43du1EFpX</td>\n    </tr>\n    <tr>\n      <th>13</th>\n      <td>广告策划专员</td>\n      <td>['1-3年', '本科']</td>\n      <td>12-20K</td>\n      <td>['羽毛球', '股票期权', '节日福利', '底薪加提成', '带薪年假', '员工旅游...</td>\n      <td>本科</td>\n      <td>北京</td>\n      <td>朝阳区</td>\n      <td>北京掌上乐游科技</td>\n      <td>移动互联网</td>\n      <td>20-99人</td>\n      <td>['图文广告']</td>\n      <td>6h3r5eM2hoA.search.14</td>\n      <td>TTwMnxxS41HlC-91PsdLg2AjAgibZsIHZ1-V3DXuFXY_5x...</td>\n      <td>fc1751caab9480bb1HZ-2tW4EFtU</td>\n    </tr>\n    <tr>\n      <th>14</th>\n      <td>营销策划岗位（亚太区域）</td>\n      <td>['经验不限', '学历不限']</td>\n      <td>30-50K·15薪</td>\n      <td>['节日福利', '年终奖', '股票期权', '带薪年假', '加班补助', '交通补助'...</td>\n      <td>学历不限</td>\n      <td>北京</td>\n      <td>朝阳区</td>\n      <td>FunPlus</td>\n      <td>游戏</td>\n      <td>1000-9999人</td>\n      <td>['文娱/游戏', '营销策划及执行']</td>\n      <td>6h3r5eM2hoA.search.15</td>\n      <td>2Aeq3Pqif3rs2-W1aEbGJUkzamYN9iL41ndiz8SD0BS2k6...</td>\n      <td>94eb106e6d0be7981HZ409W0FlVT</td>\n    </tr>\n    <tr>\n      <th>15</th>\n      <td>广告策划实习生</td>\n      <td>['4天/周', '3个月', '本科']</td>\n      <td>100-110元/天</td>\n      <td>['通讯补贴', '节日福利', '生日福利', '定期体检', '年终奖', '餐补', ...</td>\n      <td>本科</td>\n      <td>北京</td>\n      <td>朝阳区</td>\n      <td>万达传媒</td>\n      <td>广告营销</td>\n      <td>100-499人</td>\n      <td>['户外广告']</td>\n      <td>6h3r5eM2hoA.search.16</td>\n      <td>Y5w6n0AGGYjMH-r133croF2OiWXMFDjdv5oEzntl0Ov2gx...</td>\n      <td>27b220e8c1d223741HR52Nq5FlNX</td>\n    </tr>\n    <tr>\n      <th>16</th>\n      <td>广告策划文案</td>\n      <td>['1-3年', '本科']</td>\n      <td>5-8K</td>\n      <td>[]</td>\n      <td>本科</td>\n      <td>北京</td>\n      <td>朝阳区</td>\n      <td>中广</td>\n      <td>广告营销</td>\n      <td>20-99人</td>\n      <td>['广告创意', '公关', '活动策划']</td>\n      <td>6h3r5eM2hoA.search.17</td>\n      <td>y7mu24vu_lcS9-81MIMQ6s-zx1QReDZ_AP8qZzUpFAgURq...</td>\n      <td>9eba920be9e5e2b21HJ629i9FlU~</td>\n    </tr>\n    <tr>\n      <th>17</th>\n      <td>短视频广告策划</td>\n      <td>['1-3年', '本科']</td>\n      <td>8-12K</td>\n      <td>['五险一金']</td>\n      <td>本科</td>\n      <td>北京</td>\n      <td>朝阳区</td>\n      <td>漪珊服饰</td>\n      <td>服装/纺织/皮革</td>\n      <td>100-499人</td>\n      <td>['企业/自有品牌']</td>\n      <td>6h3r5eM2hoA.search.18</td>\n      <td>8p1Blz4AzauNw-C1mygD56PeuS32XYMJ6KgP-wibMjIJOx...</td>\n      <td>029a1be24e799ddd1HZ-3dy4FVVX</td>\n    </tr>\n    <tr>\n      <th>18</th>\n      <td>资深广告策划</td>\n      <td>['3-5年', '大专']</td>\n      <td>25-35K</td>\n      <td>['五险一金', '包吃', '定期体检', '补充医疗保险', '带薪年假', '补充医疗...</td>\n      <td>大专</td>\n      <td>北京</td>\n      <td>NaN</td>\n      <td>某大型互联网公司</td>\n      <td>互联网</td>\n      <td>100-499人</td>\n      <td>['有策划经验', '广告传媒专业']</td>\n      <td>6h3r5eM2hoA.search.19</td>\n      <td>isLcyRnQ2SLao-v1zxE-E30xDVzxWEKu2TDC1-5uzGe51b...</td>\n      <td>71fca2f6f5a4b32b1XN_09--GFJQ</td>\n    </tr>\n    <tr>\n      <th>19</th>\n      <td>广告策划(J11312)</td>\n      <td>['5-10年', '本科']</td>\n      <td>20-30K·14薪</td>\n      <td>['年终奖', '补充医疗保险', '带薪年假', '股票期权', '定期体检', '节日福...</td>\n      <td>本科</td>\n      <td>北京</td>\n      <td>朝阳区</td>\n      <td>Keep</td>\n      <td>互联网</td>\n      <td>1000-9999人</td>\n      <td>['线上', '线下', '有策划经验', '4A广告公司经验', '企业内部职位', '通...</td>\n      <td>6h3r5eM2hoA.search.20</td>\n      <td>oyHI81-WEWjnP-U1EKm50i93OcjqfqajMtLo_EteED-bNy...</td>\n      <td>4a6af04fac61dcc01HRy3dm1ElZX</td>\n    </tr>\n    <tr>\n      <th>20</th>\n      <td>广告创意策划</td>\n      <td>['3-5年', '本科']</td>\n      <td>15-20K·13薪</td>\n      <td>['员工旅游', '定期体检', '年终奖', '五险一金', '团建聚餐', '带薪年假'...</td>\n      <td>本科</td>\n      <td>北京</td>\n      <td>朝阳区</td>\n      <td>和势营销</td>\n      <td>广告营销</td>\n      <td>20-99人</td>\n      <td>['创意热店', '互联网客户', '创意文案']</td>\n      <td>6h3r5eM2hoA.search.21</td>\n      <td>JHeB8nYJGZHvW-q1VoaNUHNTgbnIeAMWkHa7WXrG20c9mi...</td>\n      <td>5d006abbdf856a051HV-0tq0GFFS</td>\n    </tr>\n    <tr>\n      <th>21</th>\n      <td>广告创意策划（策划总监）</td>\n      <td>['3-5年', '本科']</td>\n      <td>15-25K</td>\n      <td>['员工旅游', '带薪年假', '年终奖', '定期体检', '五险一金']</td>\n      <td>本科</td>\n      <td>北京</td>\n      <td>朝阳区</td>\n      <td>很欧可</td>\n      <td>广告/公关/会展</td>\n      <td>100-499人</td>\n      <td>['4A广告公司经验', '广告传媒专业', '策划经理经验']</td>\n      <td>6h3r5eM2hoA.search.22</td>\n      <td>YDbMQG-AddkCJ-A1wyxs0FwprjbvcBW9ZLxicEiDBmGnbE...</td>\n      <td>f40734c09fc66ea51HZ-39u0FVpY</td>\n    </tr>\n    <tr>\n      <th>22</th>\n      <td>广告策划专员</td>\n      <td>['1-3年', '本科']</td>\n      <td>7-12K·13薪</td>\n      <td>['五险一金', '定期体检', '年终奖', '带薪年假', '员工旅游', '节日福利']</td>\n      <td>本科</td>\n      <td>北京</td>\n      <td>朝阳区</td>\n      <td>德吉</td>\n      <td>广告/公关/会展</td>\n      <td>20-99人</td>\n      <td>['广告文案', '品牌策划', '公关媒介代理商/服务商', '4A广告公司经验', '整...</td>\n      <td>6h3r5eM2hoA.search.23</td>\n      <td>v9rKAve23BpiA-X17PGYVqM3kC4bKrfbwcxx5EtZrCq6Dp...</td>\n      <td>e5e95223d09696b61HV_3N2-ElNX</td>\n    </tr>\n    <tr>\n      <th>23</th>\n      <td>（实习岗）广告创意文案</td>\n      <td>['4天/周', '3个月', '大专']</td>\n      <td>150-300元/天</td>\n      <td>['定期体检', '员工旅游', '带薪年假']</td>\n      <td>大专</td>\n      <td>北京</td>\n      <td>朝阳区</td>\n      <td>奈思德</td>\n      <td>广告/公关/会展</td>\n      <td>20-99人</td>\n      <td>['公司内部职位', '视频/直播广告', '音频广告', '图文广告', '广告策划', ...</td>\n      <td>6h3r5eM2hoA.search.24</td>\n      <td>GKX9FyIXWkdtH-M1fP3J9DJBjMlIdhY4Da3uyL3I5LNCjN...</td>\n      <td>b116a58dcce43cc51HZ-2t6_EFtU</td>\n    </tr>\n    <tr>\n      <th>24</th>\n      <td>广告创意策划</td>\n      <td>['3-5年', '本科']</td>\n      <td>11-18K·13薪</td>\n      <td>['员工旅游', '通讯补贴', '五险一金', '餐补', '零食下午茶', '加班补助'...</td>\n      <td>本科</td>\n      <td>北京</td>\n      <td>朝阳区</td>\n      <td>和智传信</td>\n      <td>广告/公关/会展</td>\n      <td>100-499人</td>\n      <td>['广告片', '影视策划', '短视频', '视频策划', '文案', '广告媒介代理商/...</td>\n      <td>6h3r5eM2hoA.search.25</td>\n      <td>wjXU9CaL0bRLc-R1y3XFDV-GTR7xGaCMUMimNvUdQJninV...</td>\n      <td>f7dfcfe15a5a7f2a1XFz0tS_FlNY</td>\n    </tr>\n    <tr>\n      <th>25</th>\n      <td>广告策划</td>\n      <td>['经验不限', '本科']</td>\n      <td>7-10K·13薪</td>\n      <td>['有无线网', '员工旅游', '全勤奖', '五险一金', '年终奖', '团建聚餐',...</td>\n      <td>本科</td>\n      <td>北京</td>\n      <td>海淀区</td>\n      <td>有时文创</td>\n      <td>广告/公关/会展</td>\n      <td>20-99人</td>\n      <td>['4A广告公司经验']</td>\n      <td>6h3r5eM2hoA.search.26</td>\n      <td>HxtVvh1vaqAdg-p1XH2XNTgwVL8y4kG_fYTZW0d7CpgpS5...</td>\n      <td>4cde00fcce805fbd1Xx739S8FVFX</td>\n    </tr>\n    <tr>\n      <th>26</th>\n      <td>广告创意策划</td>\n      <td>['1-3年', '本科']</td>\n      <td>12-18K·13薪</td>\n      <td>['节日福利', '员工旅游', '补充医疗保险', '节日福利', '定期体检', '带薪...</td>\n      <td>本科</td>\n      <td>北京</td>\n      <td>东城区</td>\n      <td>凌亚世纪</td>\n      <td>媒体</td>\n      <td>20-99人</td>\n      <td>['品牌策划', '品牌全案', '乙方经验', '内容营销', '电商广告', '4A广告...</td>\n      <td>6h3r5eM2hoA.search.27</td>\n      <td>klyu5e9YjmSQQ-f1Z4xrd5CMHCaPHUDwfCPU2Ii2gUEZAQ...</td>\n      <td>0dc841c2f501b1131XZ-3d-8GFBU</td>\n    </tr>\n    <tr>\n      <th>27</th>\n      <td>短视频制作广告宣传编导</td>\n      <td>['经验不限', '本科']</td>\n      <td>10-15K·13薪</td>\n      <td>['年终奖', '带薪年假', '节日福利', '五险一金', '绩效奖金']</td>\n      <td>本科</td>\n      <td>北京</td>\n      <td>东城区</td>\n      <td>厚德财通</td>\n      <td>计算机软件</td>\n      <td>100-499人</td>\n      <td>['财经', '短视频平台', '抖音/快手平台', '微信渠道', '视频', '图文',...</td>\n      <td>6h3r5eM2hoA.search.28</td>\n      <td>xS_86ubMTwOBm-P1abQcSLrYdNGZfdek3-EpzQEODGaV72...</td>\n      <td>074db08d580402dd1HZ53dq4FFFY</td>\n    </tr>\n    <tr>\n      <th>28</th>\n      <td>广告策划</td>\n      <td>['经验不限', '学历不限']</td>\n      <td>6-12K</td>\n      <td>['股票期权', '节日福利', '带薪年假', '全勤奖', '零食下午茶', '加班补助...</td>\n      <td>学历不限</td>\n      <td>北京</td>\n      <td>海淀区</td>\n      <td>盖德英语</td>\n      <td>培训机构</td>\n      <td>20-99人</td>\n      <td>['市场策划', '广告策划', '媒介']</td>\n      <td>6h3r5eM2hoA.search.29</td>\n      <td>Kg0Js5QeuKW5A-h1Sac4LOJc4wAPD_j-appprj_Gvq3w9h...</td>\n      <td>8fb559ff7834087f1nFy2t64GFc~</td>\n    </tr>\n    <tr>\n      <th>29</th>\n      <td>广告渠道经理</td>\n      <td>['3-5年', '大专']</td>\n      <td>13-25K</td>\n      <td>[]</td>\n      <td>大专</td>\n      <td>北京</td>\n      <td>房山区</td>\n      <td>中科盛东</td>\n      <td>广告营销</td>\n      <td>20-99人</td>\n      <td>['个人客户开发', '渠道关系维护', '具有互联网从业经验']</td>\n      <td>6h3r5eM2hoA.search.30</td>\n      <td>wECygG4o9vrvf-31Xc0xdLTqnerBsN_PAZJWaDYhrbv8-8...</td>\n      <td>6822aaaf667dedf41X1_29m-GFdR</td>\n    </tr>\n  </tbody>\n</table>\n</div>"
     },
     "execution_count": 29,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df_boss_zp"
   ],
   "metadata": {
    "collapsed": false
   }
  },
  {
   "cell_type": "code",
   "execution_count": 30,
   "outputs": [],
   "source": [
    "df_boss_zp = df_boss_zp.rename(columns={\n",
    "    'jobName':'职位名称',\n",
    "    'jobLabels':'公司标签',\n",
    "    'salaryDesc':'工资水平',\n",
    "    'welfareList':'公司福利',\n",
    "    'jobDegree':'学历要求',\n",
    "    'cityName':'公司所在城市',\n",
    "    'areaDistrict':'公司街道',\n",
    "    'brandName':'公司名称',\n",
    "    'brandIndustry':'公司行业',\n",
    "    'brandScaleName':'公司规模',\n",
    "    'skills':'技能要求',\n",
    "    'lid':'标准库号',\n",
    "    'securityId':'安全码',\n",
    "    'encryptJobId':'岗位ID号'\n",
    "})"
   ],
   "metadata": {
    "collapsed": false
   }
  },
  {
   "cell_type": "code",
   "execution_count": 31,
   "outputs": [
    {
     "data": {
      "text/plain": "                    职位名称                   公司标签        工资水平  \\\n0   广告策划（实习生、应届生、有经验者均可）         ['经验不限', '本科']       6-11K   \n1                 广告策划助理  ['5天/周', '3个月', '本科']  230-280元/天   \n2                广告策划-快消         ['3-5年', '本科']  25-50K·16薪   \n3               游戏广告创意策划         ['经验不限', '本科']      15-30K   \n4                   广告策划         ['1-3年', '本科']      15-25K   \n5             B站广告策划（食饮）         ['3-5年', '本科']  15-30K·15薪   \n6         广告创意策划【可接受应届生】         ['经验不限', '本科']      10-14K   \n7            广告策划-豪华汽车方向         ['3-5年', '本科']  15-30K·15薪   \n8          商业广告策划 J68417         ['1-3年', '本科']  15-30K·16薪   \n9                 广告创意策划         ['1年以内', '本科']      11-20K   \n10                广告创意策划       ['经验不限', '学历不限']      13-20K   \n11        品牌广告策划(J10606)         ['1-3年', '本科']  15-30K·14薪   \n12                广告创意策划       ['3-5年', '学历不限']      10-15K   \n13                广告策划专员         ['1-3年', '本科']      12-20K   \n14          营销策划岗位（亚太区域）       ['经验不限', '学历不限']  30-50K·15薪   \n15               广告策划实习生  ['4天/周', '3个月', '本科']  100-110元/天   \n16                广告策划文案         ['1-3年', '本科']        5-8K   \n17               短视频广告策划         ['1-3年', '本科']       8-12K   \n18                资深广告策划         ['3-5年', '大专']      25-35K   \n19          广告策划(J11312)        ['5-10年', '本科']  20-30K·14薪   \n20                广告创意策划         ['3-5年', '本科']  15-20K·13薪   \n21          广告创意策划（策划总监）         ['3-5年', '本科']      15-25K   \n22                广告策划专员         ['1-3年', '本科']   7-12K·13薪   \n23           （实习岗）广告创意文案  ['4天/周', '3个月', '大专']  150-300元/天   \n24                广告创意策划         ['3-5年', '本科']  11-18K·13薪   \n25                  广告策划         ['经验不限', '本科']   7-10K·13薪   \n26                广告创意策划         ['1-3年', '本科']  12-18K·13薪   \n27           短视频制作广告宣传编导         ['经验不限', '本科']  10-15K·13薪   \n28                  广告策划       ['经验不限', '学历不限']       6-12K   \n29                广告渠道经理         ['3-5年', '大专']      13-25K   \n\n                                                 公司福利  学历要求 公司所在城市 公司街道  \\\n0                                      ['餐补', '五险一金']    本科     北京  朝阳区   \n1   ['节日福利', '补充医疗保险', '五险一金', '带薪年假', '员工旅游', '定期...    本科     北京  朝阳区   \n2   ['五险一金', '加班补助', '带薪年假', '餐补', '年终奖', '定期体检', ...    本科     北京  朝阳区   \n3   ['零食下午茶', '定期体检', '交通补助', '股票期权', '员工旅游', '加班补...    本科     北京  NaN   \n4   ['全勤奖', '加班补助', '节日福利', '年终奖', '员工旅游', '餐补', '...    本科     北京  东城区   \n5   ['全勤奖', '年终奖', '补充医疗保险', '定期体检', '五险一金', '带薪年假...    本科     北京  朝阳区   \n6   ['节日福利', '定期体检', '补充医疗保险', '股票期权', '年终奖', '五险一...    本科     北京  朝阳区   \n7   ['年终奖', '零食下午茶', '年度体检', '定期体检', '弹性工作制', '家属自...    本科     北京  朝阳区   \n8   ['五险一金', '免费班车', '年终奖', '零食下午茶', '带薪年假', '节日福利...    本科     北京  海淀区   \n9   ['零食下午茶', '节日福利', '生日福利', '餐补', '带薪年假', '年终奖',...    本科     北京  海淀区   \n10                                                 []  学历不限     北京  朝阳区   \n11  ['年终奖', '节日福利', '零食下午茶', '带薪年假', '餐补', '定期体检',...    本科     北京  朝阳区   \n12                           ['股票期权', '节日福利', '五险一金']  学历不限     北京  朝阳区   \n13  ['羽毛球', '股票期权', '节日福利', '底薪加提成', '带薪年假', '员工旅游...    本科     北京  朝阳区   \n14  ['节日福利', '年终奖', '股票期权', '带薪年假', '加班补助', '交通补助'...  学历不限     北京  朝阳区   \n15  ['通讯补贴', '节日福利', '生日福利', '定期体检', '年终奖', '餐补', ...    本科     北京  朝阳区   \n16                                                 []    本科     北京  朝阳区   \n17                                           ['五险一金']    本科     北京  朝阳区   \n18  ['五险一金', '包吃', '定期体检', '补充医疗保险', '带薪年假', '补充医疗...    大专     北京  NaN   \n19  ['年终奖', '补充医疗保险', '带薪年假', '股票期权', '定期体检', '节日福...    本科     北京  朝阳区   \n20  ['员工旅游', '定期体检', '年终奖', '五险一金', '团建聚餐', '带薪年假'...    本科     北京  朝阳区   \n21            ['员工旅游', '带薪年假', '年终奖', '定期体检', '五险一金']    本科     北京  朝阳区   \n22    ['五险一金', '定期体检', '年终奖', '带薪年假', '员工旅游', '节日福利']    本科     北京  朝阳区   \n23                           ['定期体检', '员工旅游', '带薪年假']    大专     北京  朝阳区   \n24  ['员工旅游', '通讯补贴', '五险一金', '餐补', '零食下午茶', '加班补助'...    本科     北京  朝阳区   \n25  ['有无线网', '员工旅游', '全勤奖', '五险一金', '年终奖', '团建聚餐',...    本科     北京  海淀区   \n26  ['节日福利', '员工旅游', '补充医疗保险', '节日福利', '定期体检', '带薪...    本科     北京  东城区   \n27            ['年终奖', '带薪年假', '节日福利', '五险一金', '绩效奖金']    本科     北京  东城区   \n28  ['股票期权', '节日福利', '带薪年假', '全勤奖', '零食下午茶', '加班补助...  学历不限     北京  海淀区   \n29                                                 []    大专     北京  房山区   \n\n        公司名称      公司行业        公司规模  \\\n0        安思一       互联网      20-99人   \n1      有范儿科技      广告营销    100-499人   \n2        小红书      电子商务  1000-9999人   \n3       点点互动        游戏  1000-9999人   \n4       观塘尚然  广告/公关/会展      20-99人   \n5    哔哩哔哩-B站       互联网  1000-9999人   \n6       爱的番茄        游戏    500-999人   \n7     北京字节跳动     移动互联网    10000人以上   \n8         百度       互联网    10000人以上   \n9        众成就  广告/公关/会展    100-499人   \n10        火神  广告/公关/会展       0-20人   \n11        微店       互联网  1000-9999人   \n12  北京光宇通达广告  广告/公关/会展      20-99人   \n13  北京掌上乐游科技     移动互联网      20-99人   \n14   FunPlus        游戏  1000-9999人   \n15      万达传媒      广告营销    100-499人   \n16        中广      广告营销      20-99人   \n17      漪珊服饰  服装/纺织/皮革    100-499人   \n18  某大型互联网公司       互联网    100-499人   \n19      Keep       互联网  1000-9999人   \n20      和势营销      广告营销      20-99人   \n21       很欧可  广告/公关/会展    100-499人   \n22        德吉  广告/公关/会展      20-99人   \n23       奈思德  广告/公关/会展      20-99人   \n24      和智传信  广告/公关/会展    100-499人   \n25      有时文创  广告/公关/会展      20-99人   \n26      凌亚世纪        媒体      20-99人   \n27      厚德财通     计算机软件    100-499人   \n28      盖德英语      培训机构      20-99人   \n29      中科盛东      广告营销      20-99人   \n\n                                                 技能要求                   标准库号  \\\n0               ['微博/微信广告', '广告策划', '产品广告语', '音视频脚本']   6h3r5eM2hoA.search.1   \n1                           ['信息流广告', '品牌广告', 'ae执行']   6h3r5eM2hoA.search.2   \n2   ['有策划经验', '策划经理经验', '4A广告公司经验', '广告策划', '平台方or...   6h3r5eM2hoA.search.3   \n3                                            ['游戏广告']   6h3r5eM2hoA.search.4   \n4                                            ['乙方经验']   6h3r5eM2hoA.search.5   \n5                                            ['电商广告']   6h3r5eM2hoA.search.6   \n6                       ['信息流广告', '女性向游戏', '模拟经营类游戏']   6h3r5eM2hoA.search.7   \n7                              ['企业内部职位', '线上', '线下']   6h3r5eM2hoA.search.8   \n8                   ['有策划经验', '品牌营销', '整合营销', '商业策划']   6h3r5eM2hoA.search.9   \n9                                ['图文广告', '4A广告公司经验']  6h3r5eM2hoA.search.10   \n10  ['电商广告', '视频/直播广告', '4A广告公司经验', '整合营销策略', '创意物...  6h3r5eM2hoA.search.11   \n11                      ['创意提案', '品牌策划与推广', '行业分析报告']  6h3r5eM2hoA.search.12   \n12       ['汽车广告创意', '乙方经验', '视听广告', '媒体广告', '汽车宣传活动']  6h3r5eM2hoA.search.13   \n13                                           ['图文广告']  6h3r5eM2hoA.search.14   \n14                               ['文娱/游戏', '营销策划及执行']  6h3r5eM2hoA.search.15   \n15                                           ['户外广告']  6h3r5eM2hoA.search.16   \n16                             ['广告创意', '公关', '活动策划']  6h3r5eM2hoA.search.17   \n17                                        ['企业/自有品牌']  6h3r5eM2hoA.search.18   \n18                                ['有策划经验', '广告传媒专业']  6h3r5eM2hoA.search.19   \n19  ['线上', '线下', '有策划经验', '4A广告公司经验', '企业内部职位', '通...  6h3r5eM2hoA.search.20   \n20                          ['创意热店', '互联网客户', '创意文案']  6h3r5eM2hoA.search.21   \n21                   ['4A广告公司经验', '广告传媒专业', '策划经理经验']  6h3r5eM2hoA.search.22   \n22  ['广告文案', '品牌策划', '公关媒介代理商/服务商', '4A广告公司经验', '整...  6h3r5eM2hoA.search.23   \n23  ['公司内部职位', '视频/直播广告', '音频广告', '图文广告', '广告策划', ...  6h3r5eM2hoA.search.24   \n24  ['广告片', '影视策划', '短视频', '视频策划', '文案', '广告媒介代理商/...  6h3r5eM2hoA.search.25   \n25                                       ['4A广告公司经验']  6h3r5eM2hoA.search.26   \n26  ['品牌策划', '品牌全案', '乙方经验', '内容营销', '电商广告', '4A广告...  6h3r5eM2hoA.search.27   \n27  ['财经', '短视频平台', '抖音/快手平台', '微信渠道', '视频', '图文',...  6h3r5eM2hoA.search.28   \n28                             ['市场策划', '广告策划', '媒介']  6h3r5eM2hoA.search.29   \n29                  ['个人客户开发', '渠道关系维护', '具有互联网从业经验']  6h3r5eM2hoA.search.30   \n\n                                                  安全码  \\\n0   3qsJFh-EfCDVZ-O1FwHF6CgiZSmJ5VnY4c77CFJc4913sp...   \n1   T2BuiC3HIXwLa-A1oX79gxEdeOP7RlDJL7G9iNj54hD3G9...   \n2   svnQCWO20Xbxv-u16uuTpJab0Zav_AzYqZCfE4f-1ZNMQm...   \n3   5HFzjewox7k90-G1C1XMX5TH6b_FFoNK8Z-YZzMALeadG_...   \n4   xcygccKJO4vmE-31rgveutlo-FTMTAPCCr3_cJQzJVBGT5...   \n5   Q6k0obuXVjej_-K1QNax25xEkwtUdVhfX7us62-U4URheQ...   \n6   f6nj5jU5IY6No-11Rcch3C3q08KozCrwjnLcr5Ii0_oZr5...   \n7   dqtb7WuK0xFhe-d1ExCfqeuBdhJLXPC0l1I2XSMmk5QTJU...   \n8   2l5pn4nHPDrNS-518v0z7iHETjhMca_hUjj09cio7xZ9UJ...   \n9   a5p0C84PBFQVK-T1ZjM7aaaMYfsACM2zi1IYyLhBmRFCQc...   \n10  ZRKbicdo0l991-D1yI_5Bd0cWKjsux7oZUNeZDla4GU2pe...   \n11  jorBkt2zeGjeQ-x1hbAFZlD3UeowB3V5wEqtf0DTuOoYGE...   \n12  Ur9jxOpJsIOEL-E1JPZ32RFrbcKt7t5ypsay6ReHbreVDw...   \n13  TTwMnxxS41HlC-91PsdLg2AjAgibZsIHZ1-V3DXuFXY_5x...   \n14  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      "text/html": "<div>\n<style scoped>\n    .dataframe tbody tr th:only-of-type {\n        vertical-align: middle;\n    }\n\n    .dataframe tbody tr th {\n        vertical-align: top;\n    }\n\n    .dataframe thead th {\n        text-align: right;\n    }\n</style>\n<table border=\"1\" class=\"dataframe\">\n  <thead>\n    <tr style=\"text-align: right;\">\n      <th></th>\n      <th>职位名称</th>\n      <th>公司标签</th>\n      <th>工资水平</th>\n      <th>公司福利</th>\n      <th>学历要求</th>\n      <th>公司所在城市</th>\n      <th>公司街道</th>\n      <th>公司名称</th>\n      <th>公司行业</th>\n      <th>公司规模</th>\n      <th>技能要求</th>\n      <th>标准库号</th>\n      <th>安全码</th>\n      <th>岗位ID号</th>\n    </tr>\n  </thead>\n  <tbody>\n    <tr>\n      <th>0</th>\n      <td>广告策划（实习生、应届生、有经验者均可）</td>\n      <td>['经验不限', '本科']</td>\n      <td>6-11K</td>\n      <td>['餐补', '五险一金']</td>\n      <td>本科</td>\n      <td>北京</td>\n      <td>朝阳区</td>\n      <td>安思一</td>\n      <td>互联网</td>\n      <td>20-99人</td>\n      <td>['微博/微信广告', '广告策划', '产品广告语', '音视频脚本']</td>\n      <td>6h3r5eM2hoA.search.1</td>\n      <td>3qsJFh-EfCDVZ-O1FwHF6CgiZSmJ5VnY4c77CFJc4913sp...</td>\n      <td>27a454904eafd2c51HVy3968FFFX</td>\n    </tr>\n    <tr>\n      <th>1</th>\n      <td>广告策划助理</td>\n      <td>['5天/周', '3个月', '本科']</td>\n      <td>230-280元/天</td>\n      <td>['节日福利', '补充医疗保险', '五险一金', '带薪年假', '员工旅游', '定期...</td>\n      <td>本科</td>\n      <td>北京</td>\n      <td>朝阳区</td>\n      <td>有范儿科技</td>\n      <td>广告营销</td>\n      <td>100-499人</td>\n      <td>['信息流广告', '品牌广告', 'ae执行']</td>\n      <td>6h3r5eM2hoA.search.2</td>\n      <td>T2BuiC3HIXwLa-A1oX79gxEdeOP7RlDJL7G9iNj54hD3G9...</td>\n      <td>9316b44e56a7fc4b1HZ70926F1NT</td>\n    </tr>\n    <tr>\n      <th>2</th>\n      <td>广告策划-快消</td>\n      <td>['3-5年', '本科']</td>\n      <td>25-50K·16薪</td>\n      <td>['五险一金', '加班补助', '带薪年假', '餐补', '年终奖', '定期体检', ...</td>\n      <td>本科</td>\n      <td>北京</td>\n      <td>朝阳区</td>\n      <td>小红书</td>\n      <td>电子商务</td>\n      <td>1000-9999人</td>\n      <td>['有策划经验', '策划经理经验', '4A广告公司经验', '广告策划', '平台方or...</td>\n      <td>6h3r5eM2hoA.search.3</td>\n      <td>svnQCWO20Xbxv-u16uuTpJab0Zav_AzYqZCfE4f-1ZNMQm...</td>\n      <td>3b446c17288155c01HZ70tu5FVdV</td>\n    </tr>\n    <tr>\n      <th>3</th>\n      <td>游戏广告创意策划</td>\n      <td>['经验不限', '本科']</td>\n      <td>15-30K</td>\n      <td>['零食下午茶', '定期体检', '交通补助', '股票期权', '员工旅游', '加班补...</td>\n      <td>本科</td>\n      <td>北京</td>\n      <td>NaN</td>\n      <td>点点互动</td>\n      <td>游戏</td>\n      <td>1000-9999人</td>\n      <td>['游戏广告']</td>\n      <td>6h3r5eM2hoA.search.4</td>\n      <td>5HFzjewox7k90-G1C1XMX5TH6b_FFoNK8Z-YZzMALeadG_...</td>\n      <td>dd17d8619590c0c41nF50t69ElFQ</td>\n    </tr>\n    <tr>\n      <th>4</th>\n      <td>广告策划</td>\n      <td>['1-3年', '本科']</td>\n      <td>15-25K</td>\n      <td>['全勤奖', '加班补助', '节日福利', '年终奖', '员工旅游', '餐补', '...</td>\n      <td>本科</td>\n      <td>北京</td>\n      <td>东城区</td>\n      <td>观塘尚然</td>\n      <td>广告/公关/会展</td>\n      <td>20-99人</td>\n      <td>['乙方经验']</td>\n      <td>6h3r5eM2hoA.search.5</td>\n      <td>xcygccKJO4vmE-31rgveutlo-FTMTAPCCr3_cJQzJVBGT5...</td>\n      <td>c95d2ab285bf1c011n182Nu6EldW</td>\n    </tr>\n    <tr>\n      <th>5</th>\n      <td>B站广告策划（食饮）</td>\n      <td>['3-5年', '本科']</td>\n      <td>15-30K·15薪</td>\n      <td>['全勤奖', '年终奖', '补充医疗保险', '定期体检', '五险一金', '带薪年假...</td>\n      <td>本科</td>\n      <td>北京</td>\n      <td>朝阳区</td>\n      <td>哔哩哔哩-B站</td>\n      <td>互联网</td>\n      <td>1000-9999人</td>\n      <td>['电商广告']</td>\n      <td>6h3r5eM2hoA.search.6</td>\n      <td>Q6k0obuXVjej_-K1QNax25xEkwtUdVhfX7us62-U4URheQ...</td>\n      <td>19d9d8306a6c1a881HZ53Ny7FldR</td>\n    </tr>\n    <tr>\n      <th>6</th>\n      <td>广告创意策划【可接受应届生】</td>\n      <td>['经验不限', '本科']</td>\n      <td>10-14K</td>\n      <td>['节日福利', '定期体检', '补充医疗保险', '股票期权', '年终奖', '五险一...</td>\n      <td>本科</td>\n      <td>北京</td>\n      <td>朝阳区</td>\n      <td>爱的番茄</td>\n      <td>游戏</td>\n      <td>500-999人</td>\n      <td>['信息流广告', '女性向游戏', '模拟经营类游戏']</td>\n      <td>6h3r5eM2hoA.search.7</td>\n      <td>f6nj5jU5IY6No-11Rcch3C3q08KozCrwjnLcr5Ii0_oZr5...</td>\n      <td>712676609c15107e1HZ52N-1EVRX</td>\n    </tr>\n    <tr>\n      <th>7</th>\n      <td>广告策划-豪华汽车方向</td>\n      <td>['3-5年', '本科']</td>\n      <td>15-30K·15薪</td>\n      <td>['年终奖', '零食下午茶', '年度体检', '定期体检', '弹性工作制', '家属自...</td>\n      <td>本科</td>\n      <td>北京</td>\n      <td>朝阳区</td>\n      <td>北京字节跳动</td>\n      <td>移动互联网</td>\n      <td>10000人以上</td>\n      <td>['企业内部职位', '线上', '线下']</td>\n      <td>6h3r5eM2hoA.search.8</td>\n      <td>dqtb7WuK0xFhe-d1ExCfqeuBdhJLXPC0l1I2XSMmk5QTJU...</td>\n      <td>9009bb78043a5c0f1HZ53926FlZV</td>\n    </tr>\n    <tr>\n      <th>8</th>\n      <td>商业广告策划 J68417</td>\n      <td>['1-3年', '本科']</td>\n      <td>15-30K·16薪</td>\n      <td>['五险一金', '免费班车', '年终奖', '零食下午茶', '带薪年假', '节日福利...</td>\n      <td>本科</td>\n      <td>北京</td>\n      <td>海淀区</td>\n      <td>百度</td>\n      <td>互联网</td>\n      <td>10000人以上</td>\n      <td>['有策划经验', '品牌营销', '整合营销', '商业策划']</td>\n      <td>6h3r5eM2hoA.search.9</td>\n      <td>2l5pn4nHPDrNS-518v0z7iHETjhMca_hUjj09cio7xZ9UJ...</td>\n      <td>613d948500bf93e41HZ-2Ny5FlBU</td>\n    </tr>\n    <tr>\n      <th>9</th>\n      <td>广告创意策划</td>\n      <td>['1年以内', '本科']</td>\n      <td>11-20K</td>\n      <td>['零食下午茶', '节日福利', '生日福利', '餐补', '带薪年假', '年终奖',...</td>\n      <td>本科</td>\n      <td>北京</td>\n      <td>海淀区</td>\n      <td>众成就</td>\n      <td>广告/公关/会展</td>\n      <td>100-499人</td>\n      <td>['图文广告', '4A广告公司经验']</td>\n      <td>6h3r5eM2hoA.search.10</td>\n      <td>a5p0C84PBFQVK-T1ZjM7aaaMYfsACM2zi1IYyLhBmRFCQc...</td>\n      <td>ffb3d53992bb25a91HVy2Nm1FVpZ</td>\n    </tr>\n    <tr>\n      <th>10</th>\n      <td>广告创意策划</td>\n      <td>['经验不限', '学历不限']</td>\n      <td>13-20K</td>\n      <td>[]</td>\n      <td>学历不限</td>\n      <td>北京</td>\n      <td>朝阳区</td>\n      <td>火神</td>\n      <td>广告/公关/会展</td>\n      <td>0-20人</td>\n      <td>['电商广告', '视频/直播广告', '4A广告公司经验', '整合营销策略', '创意物...</td>\n      <td>6h3r5eM2hoA.search.11</td>\n      <td>ZRKbicdo0l991-D1yI_5Bd0cWKjsux7oZUNeZDla4GU2pe...</td>\n      <td>2ee34204faa95b831HV_2t66ElVV</td>\n    </tr>\n    <tr>\n      <th>11</th>\n      <td>品牌广告策划(J10606)</td>\n      <td>['1-3年', '本科']</td>\n      <td>15-30K·14薪</td>\n      <td>['年终奖', '节日福利', '零食下午茶', '带薪年假', '餐补', '定期体检',...</td>\n      <td>本科</td>\n      <td>北京</td>\n      <td>朝阳区</td>\n      <td>微店</td>\n      <td>互联网</td>\n      <td>1000-9999人</td>\n      <td>['创意提案', '品牌策划与推广', '行业分析报告']</td>\n      <td>6h3r5eM2hoA.search.12</td>\n      <td>jorBkt2zeGjeQ-x1hbAFZlD3UeowB3V5wEqtf0DTuOoYGE...</td>\n      <td>8cc3874daacd48731HZ-29S4GVdR</td>\n    </tr>\n    <tr>\n      <th>12</th>\n      <td>广告创意策划</td>\n      <td>['3-5年', '学历不限']</td>\n      <td>10-15K</td>\n      <td>['股票期权', '节日福利', '五险一金']</td>\n      <td>学历不限</td>\n      <td>北京</td>\n      <td>朝阳区</td>\n      <td>北京光宇通达广告</td>\n      <td>广告/公关/会展</td>\n      <td>20-99人</td>\n      <td>['汽车广告创意', '乙方经验', '视听广告', '媒体广告', '汽车宣传活动']</td>\n      <td>6h3r5eM2hoA.search.13</td>\n      <td>Ur9jxOpJsIOEL-E1JPZ32RFrbcKt7t5ypsay6ReHbreVDw...</td>\n      <td>c60ac104b26eea3d1XF43du1EFpX</td>\n    </tr>\n    <tr>\n      <th>13</th>\n      <td>广告策划专员</td>\n      <td>['1-3年', '本科']</td>\n      <td>12-20K</td>\n      <td>['羽毛球', '股票期权', '节日福利', '底薪加提成', '带薪年假', '员工旅游...</td>\n      <td>本科</td>\n      <td>北京</td>\n      <td>朝阳区</td>\n      <td>北京掌上乐游科技</td>\n      <td>移动互联网</td>\n      <td>20-99人</td>\n      <td>['图文广告']</td>\n      <td>6h3r5eM2hoA.search.14</td>\n      <td>TTwMnxxS41HlC-91PsdLg2AjAgibZsIHZ1-V3DXuFXY_5x...</td>\n      <td>fc1751caab9480bb1HZ-2tW4EFtU</td>\n    </tr>\n    <tr>\n      <th>14</th>\n      <td>营销策划岗位（亚太区域）</td>\n      <td>['经验不限', '学历不限']</td>\n      <td>30-50K·15薪</td>\n      <td>['节日福利', '年终奖', '股票期权', '带薪年假', '加班补助', '交通补助'...</td>\n      <td>学历不限</td>\n      <td>北京</td>\n      <td>朝阳区</td>\n      <td>FunPlus</td>\n      <td>游戏</td>\n      <td>1000-9999人</td>\n      <td>['文娱/游戏', '营销策划及执行']</td>\n      <td>6h3r5eM2hoA.search.15</td>\n      <td>2Aeq3Pqif3rs2-W1aEbGJUkzamYN9iL41ndiz8SD0BS2k6...</td>\n      <td>94eb106e6d0be7981HZ409W0FlVT</td>\n    </tr>\n    <tr>\n      <th>15</th>\n      <td>广告策划实习生</td>\n      <td>['4天/周', '3个月', '本科']</td>\n      <td>100-110元/天</td>\n      <td>['通讯补贴', '节日福利', '生日福利', '定期体检', '年终奖', '餐补', ...</td>\n      <td>本科</td>\n      <td>北京</td>\n      <td>朝阳区</td>\n      <td>万达传媒</td>\n      <td>广告营销</td>\n      <td>100-499人</td>\n      <td>['户外广告']</td>\n      <td>6h3r5eM2hoA.search.16</td>\n      <td>Y5w6n0AGGYjMH-r133croF2OiWXMFDjdv5oEzntl0Ov2gx...</td>\n      <td>27b220e8c1d223741HR52Nq5FlNX</td>\n    </tr>\n    <tr>\n      <th>16</th>\n      <td>广告策划文案</td>\n      <td>['1-3年', '本科']</td>\n      <td>5-8K</td>\n      <td>[]</td>\n      <td>本科</td>\n      <td>北京</td>\n      <td>朝阳区</td>\n      <td>中广</td>\n      <td>广告营销</td>\n      <td>20-99人</td>\n      <td>['广告创意', '公关', '活动策划']</td>\n      <td>6h3r5eM2hoA.search.17</td>\n      <td>y7mu24vu_lcS9-81MIMQ6s-zx1QReDZ_AP8qZzUpFAgURq...</td>\n      <td>9eba920be9e5e2b21HJ629i9FlU~</td>\n    </tr>\n    <tr>\n      <th>17</th>\n      <td>短视频广告策划</td>\n      <td>['1-3年', '本科']</td>\n      <td>8-12K</td>\n      <td>['五险一金']</td>\n      <td>本科</td>\n      <td>北京</td>\n      <td>朝阳区</td>\n      <td>漪珊服饰</td>\n      <td>服装/纺织/皮革</td>\n      <td>100-499人</td>\n      <td>['企业/自有品牌']</td>\n      <td>6h3r5eM2hoA.search.18</td>\n      <td>8p1Blz4AzauNw-C1mygD56PeuS32XYMJ6KgP-wibMjIJOx...</td>\n      <td>029a1be24e799ddd1HZ-3dy4FVVX</td>\n    </tr>\n    <tr>\n      <th>18</th>\n      <td>资深广告策划</td>\n      <td>['3-5年', '大专']</td>\n      <td>25-35K</td>\n      <td>['五险一金', '包吃', '定期体检', '补充医疗保险', '带薪年假', '补充医疗...</td>\n      <td>大专</td>\n      <td>北京</td>\n      <td>NaN</td>\n      <td>某大型互联网公司</td>\n      <td>互联网</td>\n      <td>100-499人</td>\n      <td>['有策划经验', '广告传媒专业']</td>\n      <td>6h3r5eM2hoA.search.19</td>\n      <td>isLcyRnQ2SLao-v1zxE-E30xDVzxWEKu2TDC1-5uzGe51b...</td>\n      <td>71fca2f6f5a4b32b1XN_09--GFJQ</td>\n    </tr>\n    <tr>\n      <th>19</th>\n      <td>广告策划(J11312)</td>\n      <td>['5-10年', '本科']</td>\n      <td>20-30K·14薪</td>\n      <td>['年终奖', '补充医疗保险', '带薪年假', '股票期权', '定期体检', '节日福...</td>\n      <td>本科</td>\n      <td>北京</td>\n      <td>朝阳区</td>\n      <td>Keep</td>\n      <td>互联网</td>\n      <td>1000-9999人</td>\n      <td>['线上', '线下', '有策划经验', '4A广告公司经验', '企业内部职位', '通...</td>\n      <td>6h3r5eM2hoA.search.20</td>\n      <td>oyHI81-WEWjnP-U1EKm50i93OcjqfqajMtLo_EteED-bNy...</td>\n      <td>4a6af04fac61dcc01HRy3dm1ElZX</td>\n    </tr>\n    <tr>\n      <th>20</th>\n      <td>广告创意策划</td>\n      <td>['3-5年', '本科']</td>\n      <td>15-20K·13薪</td>\n      <td>['员工旅游', '定期体检', '年终奖', '五险一金', '团建聚餐', '带薪年假'...</td>\n      <td>本科</td>\n      <td>北京</td>\n      <td>朝阳区</td>\n      <td>和势营销</td>\n      <td>广告营销</td>\n      <td>20-99人</td>\n      <td>['创意热店', '互联网客户', '创意文案']</td>\n      <td>6h3r5eM2hoA.search.21</td>\n      <td>JHeB8nYJGZHvW-q1VoaNUHNTgbnIeAMWkHa7WXrG20c9mi...</td>\n      <td>5d006abbdf856a051HV-0tq0GFFS</td>\n    </tr>\n    <tr>\n      <th>21</th>\n      <td>广告创意策划（策划总监）</td>\n      <td>['3-5年', '本科']</td>\n      <td>15-25K</td>\n      <td>['员工旅游', '带薪年假', '年终奖', '定期体检', '五险一金']</td>\n      <td>本科</td>\n      <td>北京</td>\n      <td>朝阳区</td>\n      <td>很欧可</td>\n      <td>广告/公关/会展</td>\n      <td>100-499人</td>\n      <td>['4A广告公司经验', '广告传媒专业', '策划经理经验']</td>\n      <td>6h3r5eM2hoA.search.22</td>\n      <td>YDbMQG-AddkCJ-A1wyxs0FwprjbvcBW9ZLxicEiDBmGnbE...</td>\n      <td>f40734c09fc66ea51HZ-39u0FVpY</td>\n    </tr>\n    <tr>\n      <th>22</th>\n      <td>广告策划专员</td>\n      <td>['1-3年', '本科']</td>\n      <td>7-12K·13薪</td>\n      <td>['五险一金', '定期体检', '年终奖', '带薪年假', '员工旅游', '节日福利']</td>\n      <td>本科</td>\n      <td>北京</td>\n      <td>朝阳区</td>\n      <td>德吉</td>\n      <td>广告/公关/会展</td>\n      <td>20-99人</td>\n      <td>['广告文案', '品牌策划', '公关媒介代理商/服务商', '4A广告公司经验', '整...</td>\n      <td>6h3r5eM2hoA.search.23</td>\n      <td>v9rKAve23BpiA-X17PGYVqM3kC4bKrfbwcxx5EtZrCq6Dp...</td>\n      <td>e5e95223d09696b61HV_3N2-ElNX</td>\n    </tr>\n    <tr>\n      <th>23</th>\n      <td>（实习岗）广告创意文案</td>\n      <td>['4天/周', '3个月', '大专']</td>\n      <td>150-300元/天</td>\n      <td>['定期体检', '员工旅游', '带薪年假']</td>\n      <td>大专</td>\n      <td>北京</td>\n      <td>朝阳区</td>\n      <td>奈思德</td>\n      <td>广告/公关/会展</td>\n      <td>20-99人</td>\n      <td>['公司内部职位', '视频/直播广告', '音频广告', '图文广告', '广告策划', ...</td>\n      <td>6h3r5eM2hoA.search.24</td>\n      <td>GKX9FyIXWkdtH-M1fP3J9DJBjMlIdhY4Da3uyL3I5LNCjN...</td>\n      <td>b116a58dcce43cc51HZ-2t6_EFtU</td>\n    </tr>\n    <tr>\n      <th>24</th>\n      <td>广告创意策划</td>\n      <td>['3-5年', '本科']</td>\n      <td>11-18K·13薪</td>\n      <td>['员工旅游', '通讯补贴', '五险一金', '餐补', '零食下午茶', '加班补助'...</td>\n      <td>本科</td>\n      <td>北京</td>\n      <td>朝阳区</td>\n      <td>和智传信</td>\n      <td>广告/公关/会展</td>\n      <td>100-499人</td>\n      <td>['广告片', '影视策划', '短视频', '视频策划', '文案', '广告媒介代理商/...</td>\n      <td>6h3r5eM2hoA.search.25</td>\n      <td>wjXU9CaL0bRLc-R1y3XFDV-GTR7xGaCMUMimNvUdQJninV...</td>\n      <td>f7dfcfe15a5a7f2a1XFz0tS_FlNY</td>\n    </tr>\n    <tr>\n      <th>25</th>\n      <td>广告策划</td>\n      <td>['经验不限', '本科']</td>\n      <td>7-10K·13薪</td>\n      <td>['有无线网', '员工旅游', '全勤奖', '五险一金', '年终奖', '团建聚餐',...</td>\n      <td>本科</td>\n      <td>北京</td>\n      <td>海淀区</td>\n      <td>有时文创</td>\n      <td>广告/公关/会展</td>\n      <td>20-99人</td>\n      <td>['4A广告公司经验']</td>\n      <td>6h3r5eM2hoA.search.26</td>\n      <td>HxtVvh1vaqAdg-p1XH2XNTgwVL8y4kG_fYTZW0d7CpgpS5...</td>\n      <td>4cde00fcce805fbd1Xx739S8FVFX</td>\n    </tr>\n    <tr>\n      <th>26</th>\n      <td>广告创意策划</td>\n      <td>['1-3年', '本科']</td>\n      <td>12-18K·13薪</td>\n      <td>['节日福利', '员工旅游', '补充医疗保险', '节日福利', '定期体检', '带薪...</td>\n      <td>本科</td>\n      <td>北京</td>\n      <td>东城区</td>\n      <td>凌亚世纪</td>\n      <td>媒体</td>\n      <td>20-99人</td>\n      <td>['品牌策划', '品牌全案', '乙方经验', '内容营销', '电商广告', '4A广告...</td>\n      <td>6h3r5eM2hoA.search.27</td>\n      <td>klyu5e9YjmSQQ-f1Z4xrd5CMHCaPHUDwfCPU2Ii2gUEZAQ...</td>\n      <td>0dc841c2f501b1131XZ-3d-8GFBU</td>\n    </tr>\n    <tr>\n      <th>27</th>\n      <td>短视频制作广告宣传编导</td>\n      <td>['经验不限', '本科']</td>\n      <td>10-15K·13薪</td>\n      <td>['年终奖', '带薪年假', '节日福利', '五险一金', '绩效奖金']</td>\n      <td>本科</td>\n      <td>北京</td>\n      <td>东城区</td>\n      <td>厚德财通</td>\n      <td>计算机软件</td>\n      <td>100-499人</td>\n      <td>['财经', '短视频平台', '抖音/快手平台', '微信渠道', '视频', '图文',...</td>\n      <td>6h3r5eM2hoA.search.28</td>\n      <td>xS_86ubMTwOBm-P1abQcSLrYdNGZfdek3-EpzQEODGaV72...</td>\n      <td>074db08d580402dd1HZ53dq4FFFY</td>\n    </tr>\n    <tr>\n      <th>28</th>\n      <td>广告策划</td>\n      <td>['经验不限', '学历不限']</td>\n      <td>6-12K</td>\n      <td>['股票期权', '节日福利', '带薪年假', '全勤奖', '零食下午茶', '加班补助...</td>\n      <td>学历不限</td>\n      <td>北京</td>\n      <td>海淀区</td>\n      <td>盖德英语</td>\n      <td>培训机构</td>\n      <td>20-99人</td>\n      <td>['市场策划', '广告策划', '媒介']</td>\n      <td>6h3r5eM2hoA.search.29</td>\n      <td>Kg0Js5QeuKW5A-h1Sac4LOJc4wAPD_j-appprj_Gvq3w9h...</td>\n      <td>8fb559ff7834087f1nFy2t64GFc~</td>\n    </tr>\n    <tr>\n      <th>29</th>\n      <td>广告渠道经理</td>\n      <td>['3-5年', '大专']</td>\n      <td>13-25K</td>\n      <td>[]</td>\n      <td>大专</td>\n      <td>北京</td>\n      <td>房山区</td>\n      <td>中科盛东</td>\n      <td>广告营销</td>\n      <td>20-99人</td>\n      <td>['个人客户开发', '渠道关系维护', '具有互联网从业经验']</td>\n      <td>6h3r5eM2hoA.search.30</td>\n      <td>wECygG4o9vrvf-31Xc0xdLTqnerBsN_PAZJWaDYhrbv8-8...</td>\n      <td>6822aaaf667dedf41X1_29m-GFdR</td>\n    </tr>\n  </tbody>\n</table>\n</div>"
     },
     "execution_count": 31,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df_boss_zp"
   ],
   "metadata": {
    "collapsed": false
   }
  },
  {
   "cell_type": "markdown",
   "source": [
    "# 拿到岗位详情链接"
   ],
   "metadata": {
    "collapsed": false
   }
  },
  {
   "cell_type": "code",
   "execution_count": 32,
   "outputs": [],
   "source": [
    "岗位详情页URL = []\n",
    "for i in range(len(df_boss['jobName'])):\n",
    "    url = 'https://www.zhipin.com/job_detail/'+str(df_boss['encryptJobId'][i])+'.html?lid='+str(df_boss['lid'][i])+'&securityId='+str(df_boss['securityId'][i])+'&sessionId='\n",
    "    岗位详情页URL.append(url)"
   ],
   "metadata": {
    "collapsed": false
   }
  },
  {
   "cell_type": "code",
   "execution_count": 34,
   "outputs": [
    {
     "data": {
      "text/plain": "['https://www.zhipin.com/job_detail/27a454904eafd2c51HVy3968FFFX.html?lid=6h3r5eM2hoA.search.1&securityId=3qsJFh-EfCDVZ-O1FwHF6CgiZSmJ5VnY4c77CFJc4913spQH1mxSYKrMtuwScfIjhynF_rSkW6fcJNjzh4zjuaMPlTJOkQMlhVZpF-rq4TVzbSoNBIDv_pGyxcrCtjFwgGlqmC07ot2BBWOBocAhdeRk0zX78rrTveeHHaKrG0RYzUiCQw~~&sessionId=',\n 'https://www.zhipin.com/job_detail/9316b44e56a7fc4b1HZ70926F1NT.html?lid=6h3r5eM2hoA.search.2&securityId=T2BuiC3HIXwLa-A1oX79gxEdeOP7RlDJL7G9iNj54hD3G9YGHW1szffzFDd2EXG2cwD0hxb_qfRNhfVR8nVOWQ9ux0XJ6XeZkyb46Oo5B52gREbr7Uw4m2GGoevCqw8XCbC87ahJTgXKa2BePLc81jqdrNcekT_IwBrywiHE2Es-8A~~&sessionId=',\n 'https://www.zhipin.com/job_detail/3b446c17288155c01HZ70tu5FVdV.html?lid=6h3r5eM2hoA.search.3&securityId=svnQCWO20Xbxv-u16uuTpJab0Zav_AzYqZCfE4f-1ZNMQm5oLkyeitmv76OHQTIZq2HQEKS8MQjnUrss4l10QL3oV-ufrnTzO8JwOPPyvNMWOjuJmVNp3ffWQpGXwfXa2ac93uu7vXjsDpOFfg_-3Lqf26EYWYU6NMvcVdWOsKHFHr_h&sessionId=',\n 'https://www.zhipin.com/job_detail/dd17d8619590c0c41nF50t69ElFQ.html?lid=6h3r5eM2hoA.search.4&securityId=5HFzjewox7k90-G1C1XMX5TH6b_FFoNK8Z-YZzMALeadG_IaZfkiGDHb1Q2w49f4Fq8fKk5JZY-UT-UDTgZOae9kzv3KTH5AYvJuc-6HxeVyVWeM6-yGyCY3j-k_rtCiGoCzC9tVwGxe88O_FMM_pHPOb2AMS-MES-7-Rp5muANnE7E~&sessionId=',\n 'https://www.zhipin.com/job_detail/c95d2ab285bf1c011n182Nu6EldW.html?lid=6h3r5eM2hoA.search.5&securityId=xcygccKJO4vmE-31rgveutlo-FTMTAPCCr3_cJQzJVBGT54XWXfo3VgudnPqJkbN0KEHcgkcXuEUXZtkxEFQnI0P8aOuXKSU-_8nis0qRah0PiXkmWQr6uIzvW-i7pQodL0m3bY7HjgYKD5BeMVq-lS45MJFHdQKl2qiyXQNzizq6WY~&sessionId=',\n 'https://www.zhipin.com/job_detail/19d9d8306a6c1a881HZ53Ny7FldR.html?lid=6h3r5eM2hoA.search.6&securityId=Q6k0obuXVjej_-K1QNax25xEkwtUdVhfX7us62-U4URheQvMYVQOTUYpkgKkUxOucUjvdN37fR97OkOHTQl_9xFNURtTfbrq2ev3V6GmOmpzyJdoqabifsa_O-p_6x1IzvkhLGnmmK23Coy21C2VjhKNNPQKbEr3i_d6PSPvJxkw&sessionId=',\n 'https://www.zhipin.com/job_detail/712676609c15107e1HZ52N-1EVRX.html?lid=6h3r5eM2hoA.search.7&securityId=f6nj5jU5IY6No-11Rcch3C3q08KozCrwjnLcr5Ii0_oZr5CzEJMGWJD9BrdQ7Or18jL4-1NEIGoxZkZ1LZF-9avUl1OHYehPC_3KlcIb-renO85bdunwDQ4Zcjj9KWO22Mdbm1ne_GEoAIF0mL1u0vjkkfP3OAQDw67CNfMqTtwMBe4u3A~~&sessionId=',\n 'https://www.zhipin.com/job_detail/9009bb78043a5c0f1HZ53926FlZV.html?lid=6h3r5eM2hoA.search.8&securityId=dqtb7WuK0xFhe-d1ExCfqeuBdhJLXPC0l1I2XSMmk5QTJUiLYn3VQCo3sJs1l3A5NTQdcHMmbGsgvgiQ0perIcI7aQYrL_MKy7OlHuKHvNsf4SJLSSZZ6wtwbnW5D56FSSPwNMH-Rw~~&sessionId=',\n 'https://www.zhipin.com/job_detail/613d948500bf93e41HZ-2Ny5FlBU.html?lid=6h3r5eM2hoA.search.9&securityId=2l5pn4nHPDrNS-518v0z7iHETjhMca_hUjj09cio7xZ9UJQ654bjvsjXNRWeXLpaLB4_pllcI5gXnWmavKtlkEI0TfC2oNUwmkhKzoXHxP7pQyAsnAz4Sz-9H_gbuRgHDc9VNPGF5P2ONYj9oPuAJHvBzTkaJTjyL_cKpkxm&sessionId=',\n 'https://www.zhipin.com/job_detail/ffb3d53992bb25a91HVy2Nm1FVpZ.html?lid=6h3r5eM2hoA.search.10&securityId=a5p0C84PBFQVK-T1ZjM7aaaMYfsACM2zi1IYyLhBmRFCQcKcRh6rbbIjYRj5PsgHsE1n9gMq-bzmS9Px7Oxprjp4PQZwaK5mXeW6GJprj1DOA1CXwXqIYqxh0Wv9MK3Qg-LnHfiTI2xCQoERCA1wuC5rT6GyJ9gJxZKF7RqHGnNC6dKZ&sessionId=',\n 'https://www.zhipin.com/job_detail/2ee34204faa95b831HV_2t66ElVV.html?lid=6h3r5eM2hoA.search.11&securityId=ZRKbicdo0l991-D1yI_5Bd0cWKjsux7oZUNeZDla4GU2pelZ5lV0GJmTe3SSQKusQ-xlPVz23UmpnHBwdb3PIa4-w6oilEetg_YLiJiNVKxTlYYFev0R_LrCK4Wi41VNAYhR34VOoStc8g~~&sessionId=',\n 'https://www.zhipin.com/job_detail/8cc3874daacd48731HZ-29S4GVdR.html?lid=6h3r5eM2hoA.search.12&securityId=jorBkt2zeGjeQ-x1hbAFZlD3UeowB3V5wEqtf0DTuOoYGEa2miaSpd-S9vSNuxyToU1wtAZqonD23VJZR4WU9DpnPLtLmd3w5ZQdjedjIdaDmjXAbOxQPGaAaHdO6-SyXjtjXwvJcc48BrTy_GSxONG3c4MA0z-OQHhrB832sLib&sessionId=',\n 'https://www.zhipin.com/job_detail/c60ac104b26eea3d1XF43du1EFpX.html?lid=6h3r5eM2hoA.search.13&securityId=Ur9jxOpJsIOEL-E1JPZ32RFrbcKt7t5ypsay6ReHbreVDwkvZoysjtJjtmZkDphCRslVig3pKv_HXvRsc9RwkbITGYpPZa5zVWMYOCsfRhkTp-C7fp7aq40kH4bDQRW67mXU8JdD4yZN7BCJ-Xn2SPVwdLwI6LlUXxxVcEbFD5SonF-1&sessionId=',\n 'https://www.zhipin.com/job_detail/fc1751caab9480bb1HZ-2tW4EFtU.html?lid=6h3r5eM2hoA.search.14&securityId=TTwMnxxS41HlC-91PsdLg2AjAgibZsIHZ1-V3DXuFXY_5xLeMxP_MSo_u4vrDGb2X0Nzg-R1BaH5ThYo-kvtIzwG7Zc8CbfLtCKfDEwcKIObNSK_mn5n3zoxL-EgnYUDCcRhJdSFZl2_PoXB4VrcZQeN7dfGyTG8hti_t7byAuLN_Q~~&sessionId=',\n 'https://www.zhipin.com/job_detail/94eb106e6d0be7981HZ409W0FlVT.html?lid=6h3r5eM2hoA.search.15&securityId=2Aeq3Pqif3rs2-W1aEbGJUkzamYN9iL41ndiz8SD0BS2k6afmE2c5_gkXqhQYjwpTV9c_zhr0woTXkiBtuG-1Cm7ZV-tajgpAaRBQ0wo8mCommjy8xoqzy0DH2fGz3JtZGt0Tirh8uqFFIP1d5jrXVBSBC5HemVnaTDn6UQM7b8Gvg~~&sessionId=',\n 'https://www.zhipin.com/job_detail/27b220e8c1d223741HR52Nq5FlNX.html?lid=6h3r5eM2hoA.search.16&securityId=Y5w6n0AGGYjMH-r133croF2OiWXMFDjdv5oEzntl0Ov2gxLjQ8nlIPlw7tJ__V0KXMpx-tGjghZoXQK125qj2VcVoKQ-TEyipdyjuuSRnB_LiZnvw_SXysb91cY4k-RbC40OgRnYgKvKtq82Dsw8yp9Zyp8ZOeOCHGWA_41vBg_O&sessionId=',\n 'https://www.zhipin.com/job_detail/9eba920be9e5e2b21HJ629i9FlU~.html?lid=6h3r5eM2hoA.search.17&securityId=y7mu24vu_lcS9-81MIMQ6s-zx1QReDZ_AP8qZzUpFAgURqoTtWNAFVzKXzQAR5YrA7LROY-eLe1nZV9734ICZgdr_u64thjMS5lgeeoCCyw7S8Ku0MkfNhJrw1ELs426bGX5aV6I&sessionId=',\n 'https://www.zhipin.com/job_detail/029a1be24e799ddd1HZ-3dy4FVVX.html?lid=6h3r5eM2hoA.search.18&securityId=8p1Blz4AzauNw-C1mygD56PeuS32XYMJ6KgP-wibMjIJOxNYiFQbwLxk3xhFoLNcbFZa_OEzab7X3PIM7TbhTMJjVJTAT53RzP1DQlnUo_bAqIzJN8gKlY6JwRhxHYZhdb-Qoe1J8gVK&sessionId=',\n 'https://www.zhipin.com/job_detail/71fca2f6f5a4b32b1XN_09--GFJQ.html?lid=6h3r5eM2hoA.search.19&securityId=isLcyRnQ2SLao-v1zxE-E30xDVzxWEKu2TDC1-5uzGe51bFbdnRUXEWpA6guE_QrI-JVC3bY1zYtPE8ZWb155qXknYoXykF9LynnSB463pCMLzo1e4ewF1hub7oJNl1U3ZaaAEN27zmm_u_6POjZB2f88Ve451RerB0zmJmKz4jBFw~~&sessionId=',\n 'https://www.zhipin.com/job_detail/4a6af04fac61dcc01HRy3dm1ElZX.html?lid=6h3r5eM2hoA.search.20&securityId=oyHI81-WEWjnP-U1EKm50i93OcjqfqajMtLo_EteED-bNy1uWW_722EwC3mzXFTAWuK24YsuwWAsJs2kObBVyw_rsCAdOu972FJTwK0-2Sc3YUFmOibT9YqFD1yaOoLe-wYmnE8NoLrpFHwDeEBXkh1cZnLHkV11lRjxUu1FsJiZ&sessionId=',\n 'https://www.zhipin.com/job_detail/5d006abbdf856a051HV-0tq0GFFS.html?lid=6h3r5eM2hoA.search.21&securityId=JHeB8nYJGZHvW-q1VoaNUHNTgbnIeAMWkHa7WXrG20c9mi3qYNyFQd7ThIyUujipxqjLD78NclZBceTBncUV2rMZPk1pqAeFeqXqaLGRRk_coOJPkxUqqu9J48IOokrIKSLY-udHzMbkEXMWTsVZFeQNmz5laXx3gylcFQLkPho5k1Q~&sessionId=',\n 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     },
     "execution_count": 34,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "岗位详情页URL"
   ],
   "metadata": {
    "collapsed": false
   }
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "outputs": [],
   "source": [
    "import time\n",
    "time.localtime()\n",
    "output_time = str(time.localtime().tm_year)+'-'\\\n",
    "              +str(time.localtime().tm_mon)+'-'\\\n",
    "             +str(time.localtime().tm_mday)+'_'\\\n",
    "             +str(time.localtime().tm_hour)+'-' \\\n",
    "             +str(time.localtime().tm_min)\n",
    "output_time\n"
   ],
   "metadata": {
    "collapsed": false
   }
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "outputs": [],
   "source": [
    "df_boss_zp.to_excel('boss直聘'+str(城市)+'-'+str(关键词)+'求职数据'+output_time+'.xlsx')"
   ],
   "metadata": {
    "collapsed": false
   }
  },
  {
   "cell_type": "code",
   "execution_count": 33,
   "outputs": [
    {
     "ename": "IndexError",
     "evalue": "list index out of range",
     "output_type": "error",
     "traceback": [
      "\u001B[1;31m---------------------------------------------------------------------------\u001B[0m",
      "\u001B[1;31mIndexError\u001B[0m                                Traceback (most recent call last)",
      "Cell \u001B[1;32mIn[33], line 5\u001B[0m\n\u001B[0;32m      3\u001B[0m s \u001B[38;5;241m=\u001B[39m session\u001B[38;5;241m.\u001B[39mget(岗位详情页URL[i])\n\u001B[0;32m      4\u001B[0m command \u001B[38;5;241m=\u001B[39m s\u001B[38;5;241m.\u001B[39mhtml\u001B[38;5;241m.\u001B[39mfind(\u001B[38;5;124m'\u001B[39m\u001B[38;5;124mdiv.job-sec-text\u001B[39m\u001B[38;5;124m'\u001B[39m)\n\u001B[1;32m----> 5\u001B[0m 岗位要求\u001B[38;5;241m.\u001B[39mappend(\u001B[43mcommand\u001B[49m\u001B[43m[\u001B[49m\u001B[38;5;241;43m0\u001B[39;49m\u001B[43m]\u001B[49m\u001B[38;5;241m.\u001B[39mtext)\n",
      "\u001B[1;31mIndexError\u001B[0m: list index out of range"
     ]
    }
   ],
   "source": [
    "岗位要求 = []\n",
    "for i in range(len(df_boss['jobName'])):\n",
    "    s = session.get(岗位详情页URL[i])\n",
    "    command = s.html.find('div.job-sec-text')\n",
    "    岗位要求.append(command[0].text)"
   ],
   "metadata": {
    "collapsed": false
   }
  },
  {
   "cell_type": "code",
   "execution_count": 35,
   "outputs": [
    {
     "data": {
      "text/plain": "[]"
     },
     "execution_count": 35,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "岗位要求"
   ],
   "metadata": {
    "collapsed": false
   }
  },
  {
   "cell_type": "code",
   "execution_count": 38,
   "outputs": [
    {
     "ename": "TypeError",
     "evalue": "object HTMLResponse can't be used in 'await' expression",
     "output_type": "error",
     "traceback": [
      "\u001B[1;31m---------------------------------------------------------------------------\u001B[0m",
      "\u001B[1;31mTypeError\u001B[0m                                 Traceback (most recent call last)",
      "Cell \u001B[1;32mIn[38], line 1\u001B[0m\n\u001B[1;32m----> 1\u001B[0m s \u001B[38;5;241m=\u001B[39m \u001B[38;5;28;01mawait\u001B[39;00m session\u001B[38;5;241m.\u001B[39mget(\u001B[38;5;124m'\u001B[39m\u001B[38;5;124mhttps://www.zhipin.com/job_detail/27a454904eafd2c51HVy3968FFFX.html?lid=6h3r5eM2hoA.search.1&securityId=3qsJFh-EfCDVZ-O1FwHF6CgiZSmJ5VnY4c77CFJc4913spQH1mxSYKrMtuwScfIjhynF_rSkW6fcJNjzh4zjuaMPlTJOkQMlhVZpF-rq4TVzbSoNBIDv_pGyxcrCtjFwgGlqmC07ot2BBWOBocAhdeRk0zX78rrTveeHHaKrG0RYzUiCQw~~&sessionId=\u001B[39m\u001B[38;5;124m'\u001B[39m)\n",
      "\u001B[1;31mTypeError\u001B[0m: object HTMLResponse can't be used in 'await' expression"
     ]
    }
   ],
   "source": [
    "from selenium import webdriver\n",
    "from selenium.webdriver.chrome.options import Options\n",
    "import time\n",
    "import random\n",
    "# 设置 Chrome 为无头模式\n",
    "chrome_options = Options()\n",
    "chrome_options.add_argument(\"--headless\")\n",
    "user_agent = \"Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/91.0.4472.124 Safari/537.36\"\n",
    "chrome_options.add_argument(f\"user-agent={user_agent}\")\n",
    "# 初始化 Chrome WebDriver\n",
    "driver = webdriver.Chrome(options=chrome_options)\n",
    "\n",
    "for i in range(len(岗位详情页URL)):\n",
    "    url = 岗位详情页URL[i]  # 替换为你要访问的网页 URL\n",
    "    driver.get(url)\n",
    "    # 等待一定时间，确保 JavaScript 代码有足够的时间加载数据\n",
    "    wait_time = random.randint(5,10)\n",
    "    time.sleep(wait_time)  # 你可能需要根据网页加载时间进行调整\n",
    "    page_content = driver.page_source\n",
    "    driver.quit()\n",
    "    from bs4 import BeautifulSoup\n",
    "    soup = BeautifulSoup(page_content, 'html.parser')\n",
    "    target_tag = soup.find('a')"
   ],
   "metadata": {
    "collapsed": false
   }
  }
 ],
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  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
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    "name": "ipython",
    "version": 2
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   "file_extension": ".py",
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   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython2",
   "version": "2.7.6"
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